Overview
Brought to you by YData
Dataset statistics
| Number of variables | 44 |
|---|---|
| Number of observations | 7691 |
| Missing cells | 7024 |
| Missing cells (%) | 2.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.5 MiB |
| Average record size in memory | 338.1 B |
Variable types
| Numeric | 26 |
|---|---|
| Categorical | 18 |
date_of_loss has a high cardinality: 3175 distinct values | High cardinality |
claim_number is highly overall correlated with main_driver and 3 other fields | High correlation |
tp_type_driver is highly overall correlated with claim_number and 1 other fields | High correlation |
tp_type_pass_back is highly overall correlated with tp_injury_whiplash and 2 other fields | High correlation |
tp_type_pass_front is highly overall correlated with tp_injury_whiplash | High correlation |
tp_type_nk is highly overall correlated with claim_number and 1 other fields | High correlation |
tp_injury_whiplash is highly overall correlated with tp_type_pass_back and 5 other fields | High correlation |
capped_incurred is highly overall correlated with capped_incurred_log and 2 other fields | High correlation |
incurred_log is highly overall correlated with capped_incurred and 2 other fields | High correlation |
capped_incurred_log is highly overall correlated with capped_incurred and 2 other fields | High correlation |
incurred is highly overall correlated with capped_incurred and 2 other fields | High correlation |
notifier is highly overall correlated with claim_number | High correlation |
vehicle_mobile is highly overall correlated with time_hour | High correlation |
time_hour is highly overall correlated with vehicle_mobile | High correlation |
main_driver is highly overall correlated with claim_number and 1 other fields | High correlation |
ph_considered_tp_at_fault is highly overall correlated with claim_number and 1 other fields | High correlation |
tp_type_other is highly overall correlated with tp_injury_unclear and 1 other fields | High correlation |
tp_injury_traumatic is highly overall correlated with tp_region_north | High correlation |
tp_injury_fatality is highly overall correlated with tp_region_eastang | High correlation |
tp_injury_unclear is highly overall correlated with tp_type_driver and 5 other fields | High correlation |
tp_injury_nk is highly overall correlated with tp_type_nk and 1 other fields | High correlation |
tp_region_eastang is highly overall correlated with tp_injury_fatality | High correlation |
tp_region_london is highly overall correlated with tp_type_pass_back and 1 other fields | High correlation |
tp_region_north is highly overall correlated with tp_injury_traumatic | High correlation |
tp_region_northw is highly overall correlated with tp_type_other and 1 other fields | High correlation |
tp_region_southw is highly overall correlated with tp_injury_unclear | High correlation |
tp_region_westmid is highly overall correlated with tp_type_pass_back and 1 other fields | High correlation |
vechile_registration_present is highly imbalanced (99.1%) | Imbalance |
tp_type_insd_pass_back is highly imbalanced (92.7%) | Imbalance |
tp_type_pass_front is highly imbalanced (79.5%) | Imbalance |
tp_type_bike is highly imbalanced (96.1%) | Imbalance |
tp_type_cyclist is highly imbalanced (99.4%) | Imbalance |
tp_type_pedestrian is highly imbalanced (99.8%) | Imbalance |
tp_injury_traumatic is highly imbalanced (83.7%) | Imbalance |
tp_injury_fatality is highly imbalanced (97.9%) | Imbalance |
tp_region_north is highly imbalanced (92.8%) | Imbalance |
incurred has 1754 (22.8%) missing values | Missing |
capped_incurred has 1754 (22.8%) missing values | Missing |
incurred_log has 1758 (22.9%) missing values | Missing |
capped_incurred_log has 1758 (22.9%) missing values | Missing |
claim_number is uniformly distributed | Uniform |
claim_number has unique values | Unique |
notification_period has 3433 (44.6%) zeros | Zeros |
time_hour has 357 (4.6%) zeros | Zeros |
tp_type_driver has 2907 (37.8%) zeros | Zeros |
tp_type_pass_back has 7464 (97.0%) zeros | Zeros |
tp_type_other has 7257 (94.4%) zeros | Zeros |
tp_type_nk has 5159 (67.1%) zeros | Zeros |
tp_injury_whiplash has 6253 (81.3%) zeros | Zeros |
tp_injury_unclear has 1342 (17.4%) zeros | Zeros |
tp_injury_nk has 3606 (46.9%) zeros | Zeros |
tp_region_eastang has 7446 (96.8%) zeros | Zeros |
tp_region_eastmid has 7382 (96.0%) zeros | Zeros |
tp_region_london has 7567 (98.4%) zeros | Zeros |
tp_region_northw has 7321 (95.2%) zeros | Zeros |
tp_region_outerldn has 7457 (97.0%) zeros | Zeros |
tp_region_scotland has 7573 (98.5%) zeros | Zeros |
tp_region_southe has 6969 (90.6%) zeros | Zeros |
tp_region_southw has 7091 (92.2%) zeros | Zeros |
tp_region_wales has 7357 (95.7%) zeros | Zeros |
tp_region_westmid has 7262 (94.4%) zeros | Zeros |
tp_region_yorkshire has 7231 (94.0%) zeros | Zeros |
Reproduction
| Analysis started | 2025-07-13 13:01:38.844801 |
|---|---|
| Analysis finished | 2025-07-13 13:02:00.714415 |
| Duration | 21.87 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
claim_number
Real number (ℝ)
High correlation  Uniform  Unique 
| Distinct | 7691 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3846 |
| Minimum | 1 |
|---|---|
| Maximum | 7691 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 385.5 |
| Q1 | 1923.5 |
| median | 3846 |
| Q3 | 5768.5 |
| 95-th percentile | 7306.5 |
| Maximum | 7691 |
| Range | 7690 |
| Interquartile range (IQR) | 3845 |
Descriptive statistics
| Standard deviation | 2220.3448 |
|---|---|
| Coefficient of variation (CV) | 0.57731274 |
| Kurtosis | -1.2 |
| Mean | 3846 |
| Median Absolute Deviation (MAD) | 1923 |
| Skewness | 0 |
| Sum | 29579586 |
| Variance | 4929931 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 5288 | 1 | < 0.1% |
| 5136 | 1 | < 0.1% |
| 5135 | 1 | < 0.1% |
| 5134 | 1 | < 0.1% |
| 5133 | 1 | < 0.1% |
| 5132 | 1 | < 0.1% |
| 5131 | 1 | < 0.1% |
| 5130 | 1 | < 0.1% |
| 5129 | 1 | < 0.1% |
| Other values (7681) | 7681 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 7691 | 1 | |
| 7690 | 1 | |
| 7689 | 1 | |
| 7688 | 1 | |
| 7687 | 1 | |
| 7686 | 1 | |
| 7685 | 1 | |
| 7684 | 1 | |
| 7683 | 1 | |
| 7682 | 1 |
date_of_loss
Categorical
High cardinality 
| Distinct | 3175 |
|---|---|
| Distinct (%) | 41.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 268.2 KiB |
| 2014-05-08 | 16 |
|---|---|
| 2015-01-29 | 16 |
| 2013-01-18 | 14 |
| 2015-02-03 | 14 |
| 2014-12-16 | 13 |
| Other values (3170) |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Unique
| Unique | 1253 ? |
|---|---|
| Unique (%) | 16.3% |
Sample
| 1st row | 2003-04-15 |
|---|---|
| 2nd row | 2003-04-20 |
| 3rd row | 2003-04-24 |
| 4th row | 2003-05-13 |
| 5th row | 2003-06-11 |
Common Values
| Value | Count | Frequency (%) |
| 2014-05-08 | 16 | 0.2% |
| 2015-01-29 | 16 | 0.2% |
| 2013-01-18 | 14 | 0.2% |
| 2015-02-03 | 14 | 0.2% |
| 2014-12-16 | 13 | 0.2% |
| 2014-11-30 | 12 | 0.2% |
| 2015-06-11 | 12 | 0.2% |
| 2014-12-19 | 12 | 0.2% |
| 2014-12-22 | 11 | 0.1% |
| 2015-01-14 | 11 | 0.1% |
| Other values (3165) | 7560 |
Length
| Value | Count | Frequency (%) |
| 2014-05-08 | 16 | 0.2% |
| 2015-01-29 | 16 | 0.2% |
| 2013-01-18 | 14 | 0.2% |
| 2015-02-03 | 14 | 0.2% |
| 2014-12-16 | 13 | 0.2% |
| 2014-11-30 | 12 | 0.2% |
| 2015-06-11 | 12 | 0.2% |
| 2014-12-19 | 12 | 0.2% |
| 2014-12-22 | 11 | 0.1% |
| 2015-01-14 | 11 | 0.1% |
| Other values (3165) | 7560 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 19714 | |
| - | 15382 | |
| 2 | 13192 | |
| 1 | 12947 | |
| 4 | 3198 | 4.2% |
| 3 | 2830 | 3.7% |
| 5 | 2541 | 3.3% |
| 6 | 1819 | 2.4% |
| 7 | 1805 | 2.3% |
| 8 | 1780 | 2.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 76910 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 19714 | |
| - | 15382 | |
| 2 | 13192 | |
| 1 | 12947 | |
| 4 | 3198 | 4.2% |
| 3 | 2830 | 3.7% |
| 5 | 2541 | 3.3% |
| 6 | 1819 | 2.4% |
| 7 | 1805 | 2.3% |
| 8 | 1780 | 2.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 76910 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 19714 | |
| - | 15382 | |
| 2 | 13192 | |
| 1 | 12947 | |
| 4 | 3198 | 4.2% |
| 3 | 2830 | 3.7% |
| 5 | 2541 | 3.3% |
| 6 | 1819 | 2.4% |
| 7 | 1805 | 2.3% |
| 8 | 1780 | 2.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 76910 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 19714 | |
| - | 15382 | |
| 2 | 13192 | |
| 1 | 12947 | |
| 4 | 3198 | 4.2% |
| 3 | 2830 | 3.7% |
| 5 | 2541 | 3.3% |
| 6 | 1819 | 2.4% |
| 7 | 1805 | 2.3% |
| 8 | 1780 | 2.3% |
notifier
Categorical
High correlation 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| PH | |
|---|---|
| Other | |
| TP | 325 |
| CNF | 262 |
| NamedDriver | 180 |
Length
| Max length | 11 |
|---|---|
| Median length | 2 |
| Mean length | 3.4605383 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | PH |
|---|---|
| 2nd row | CNF |
| 3rd row | CNF |
| 4th row | CNF |
| 5th row | CNF |
Common Values
| Value | Count | Frequency (%) |
| PH | 3807 | |
| Other | 3117 | |
| TP | 325 | 4.2% |
| CNF | 262 | 3.4% |
| NamedDriver | 180 | 2.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| ph | 3807 | |
| other | 3117 | |
| tp | 325 | 4.2% |
| cnf | 262 | 3.4% |
| nameddriver | 180 | 2.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| P | 4132 | |
| H | 3807 | |
| e | 3477 | |
| r | 3477 | |
| O | 3117 | |
| t | 3117 | |
| h | 3117 | |
| N | 442 | 1.7% |
| T | 325 | 1.2% |
| F | 262 | 1.0% |
| Other values (7) | 1342 | 5.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 26615 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| P | 4132 | |
| H | 3807 | |
| e | 3477 | |
| r | 3477 | |
| O | 3117 | |
| t | 3117 | |
| h | 3117 | |
| N | 442 | 1.7% |
| T | 325 | 1.2% |
| F | 262 | 1.0% |
| Other values (7) | 1342 | 5.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 26615 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| P | 4132 | |
| H | 3807 | |
| e | 3477 | |
| r | 3477 | |
| O | 3117 | |
| t | 3117 | |
| h | 3117 | |
| N | 442 | 1.7% |
| T | 325 | 1.2% |
| F | 262 | 1.0% |
| Other values (7) | 1342 | 5.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 26615 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| P | 4132 | |
| H | 3807 | |
| e | 3477 | |
| r | 3477 | |
| O | 3117 | |
| t | 3117 | |
| h | 3117 | |
| N | 442 | 1.7% |
| T | 325 | 1.2% |
| F | 262 | 1.0% |
| Other values (7) | 1342 | 5.0% |
notification_period
Real number (ℝ)
Zeros 
| Distinct | 189 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.1634378 |
| Minimum | -18 |
|---|---|
| Maximum | 1042 |
| Zeros | 3433 |
| Zeros (%) | 44.6% |
| Negative | 3 |
| Negative (%) | < 0.1% |
| Memory size | 60.2 KiB |
Quantile statistics
| Minimum | -18 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 24 |
| Maximum | 1042 |
| Range | 1060 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 39.138209 |
|---|---|
| Coefficient of variation (CV) | 5.4636071 |
| Kurtosis | 251.0534 |
| Mean | 7.1634378 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 13.596732 |
| Sum | 55094 |
| Variance | 1531.7994 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3433 | |
| 1 | 2046 | |
| 2 | 613 | 8.0% |
| 3 | 303 | 3.9% |
| 4 | 183 | 2.4% |
| 5 | 122 | 1.6% |
| 6 | 92 | 1.2% |
| 7 | 75 | 1.0% |
| 8 | 72 | 0.9% |
| 10 | 57 | 0.7% |
| Other values (179) | 695 | 9.0% |
| Value | Count | Frequency (%) |
| -18 | 1 | < 0.1% |
| -2 | 1 | < 0.1% |
| -1 | 1 | < 0.1% |
| 0 | 3433 | |
| 1 | 2046 | |
| 2 | 613 | 8.0% |
| 3 | 303 | 3.9% |
| 4 | 183 | 2.4% |
| 5 | 122 | 1.6% |
| 6 | 92 | 1.2% |
| Value | Count | Frequency (%) |
| 1042 | 1 | |
| 961 | 1 | |
| 925 | 1 | |
| 856 | 1 | |
| 741 | 1 | |
| 720 | 1 | |
| 577 | 1 | |
| 546 | 1 | |
| 519 | 1 | |
| 510 | 1 |
inception_to_loss
Real number (ℝ)
| Distinct | 366 |
|---|---|
| Distinct (%) | 4.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 166.85451 |
| Minimum | 0 |
|---|---|
| Maximum | 365 |
| Zeros | 26 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 14 |
| Q1 | 75 |
| median | 161 |
| Q3 | 253 |
| 95-th percentile | 340 |
| Maximum | 365 |
| Range | 365 |
| Interquartile range (IQR) | 178 |
Descriptive statistics
| Standard deviation | 104.45291 |
|---|---|
| Coefficient of variation (CV) | 0.6260119 |
| Kurtosis | -1.1557578 |
| Mean | 166.85451 |
| Median Absolute Deviation (MAD) | 89 |
| Skewness | 0.17115136 |
| Sum | 1283278 |
| Variance | 10910.41 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 58 | 42 | 0.5% |
| 91 | 36 | 0.5% |
| 173 | 36 | 0.5% |
| 67 | 36 | 0.5% |
| 51 | 35 | 0.5% |
| 66 | 34 | 0.4% |
| 124 | 33 | 0.4% |
| 102 | 33 | 0.4% |
| 14 | 33 | 0.4% |
| 53 | 33 | 0.4% |
| Other values (356) | 7340 |
| Value | Count | Frequency (%) |
| 0 | 26 | |
| 1 | 32 | |
| 2 | 22 | |
| 3 | 27 | |
| 4 | 28 | |
| 5 | 27 | |
| 6 | 22 | |
| 7 | 30 | |
| 8 | 32 | |
| 9 | 24 |
| Value | Count | Frequency (%) |
| 365 | 8 | 0.1% |
| 364 | 22 | |
| 363 | 17 | |
| 362 | 19 | |
| 361 | 12 | |
| 360 | 21 | |
| 359 | 9 | |
| 358 | 17 | |
| 357 | 20 | |
| 356 | 19 |
location_of_incident
Categorical
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.4 KiB |
| Minor Road | |
|---|---|
| Main Road | |
| Car Park | 225 |
| n/k | 213 |
| Other | 117 |
| Other values (3) | 185 |
Length
| Max length | 14 |
|---|---|
| Median length | 10 |
| Mean length | 9.3699129 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Main Road |
|---|---|
| 2nd row | Main Road |
| 3rd row | Main Road |
| 4th row | Main Road |
| 5th row | Other |
Common Values
| Value | Count | Frequency (%) |
| Minor Road | 4249 | |
| Main Road | 2702 | |
| Car Park | 225 | 2.9% |
| n/k | 213 | 2.8% |
| Other | 117 | 1.5% |
| Home Address | 104 | 1.4% |
| Not Applicable | 56 | 0.7% |
| Motorway | 25 | 0.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| road | 6951 | |
| minor | 4249 | |
| main | 2702 | 18.0% |
| car | 225 | 1.5% |
| park | 225 | 1.5% |
| n/k | 213 | 1.4% |
| other | 117 | 0.8% |
| home | 104 | 0.7% |
| address | 104 | 0.7% |
| not | 56 | 0.4% |
| Other values (2) | 81 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 11410 | |
| a | 10184 | |
| 7336 | ||
| n | 7164 | |
| d | 7159 | |
| i | 7007 | |
| M | 6976 | |
| R | 6951 | |
| r | 4945 | |
| k | 438 | 0.6% |
| Other values (18) | 2494 | 3.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 72064 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 11410 | |
| a | 10184 | |
| 7336 | ||
| n | 7164 | |
| d | 7159 | |
| i | 7007 | |
| M | 6976 | |
| R | 6951 | |
| r | 4945 | |
| k | 438 | 0.6% |
| Other values (18) | 2494 | 3.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 72064 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 11410 | |
| a | 10184 | |
| 7336 | ||
| n | 7164 | |
| d | 7159 | |
| i | 7007 | |
| M | 6976 | |
| R | 6951 | |
| r | 4945 | |
| k | 438 | 0.6% |
| Other values (18) | 2494 | 3.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 72064 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 11410 | |
| a | 10184 | |
| 7336 | ||
| n | 7164 | |
| d | 7159 | |
| i | 7007 | |
| M | 6976 | |
| R | 6951 | |
| r | 4945 | |
| k | 438 | 0.6% |
| Other values (18) | 2494 | 3.5% |
weather_conditions
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| NORMAL | |
|---|---|
| WET | |
| N/K | |
| SNOW,ICE,FOG | 429 |
Length
| Max length | 12 |
|---|---|
| Median length | 6 |
| Mean length | 5.282278 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NORMAL |
|---|---|
| 2nd row | WET |
| 3rd row | WET |
| 4th row | N/K |
| 5th row | N/K |
Common Values
| Value | Count | Frequency (%) |
| NORMAL | 4564 | |
| WET | 1903 | |
| N/K | 795 | 10.3% |
| SNOW,ICE,FOG | 429 | 5.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| normal | 4564 | |
| wet | 1903 | |
| n/k | 795 | 10.3% |
| snow,ice,fog | 429 | 5.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 5788 | |
| O | 5422 | |
| R | 4564 | |
| M | 4564 | |
| A | 4564 | |
| L | 4564 | |
| W | 2332 | |
| E | 2332 | |
| T | 1903 | 4.7% |
| , | 858 | 2.1% |
| Other values (7) | 3735 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 40626 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| N | 5788 | |
| O | 5422 | |
| R | 4564 | |
| M | 4564 | |
| A | 4564 | |
| L | 4564 | |
| W | 2332 | |
| E | 2332 | |
| T | 1903 | 4.7% |
| , | 858 | 2.1% |
| Other values (7) | 3735 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 40626 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| N | 5788 | |
| O | 5422 | |
| R | 4564 | |
| M | 4564 | |
| A | 4564 | |
| L | 4564 | |
| W | 2332 | |
| E | 2332 | |
| T | 1903 | 4.7% |
| , | 858 | 2.1% |
| Other values (7) | 3735 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 40626 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| N | 5788 | |
| O | 5422 | |
| R | 4564 | |
| M | 4564 | |
| A | 4564 | |
| L | 4564 | |
| W | 2332 | |
| E | 2332 | |
| T | 1903 | 4.7% |
| , | 858 | 2.1% |
| Other values (7) | 3735 |
vehicle_mobile
Categorical
High correlation 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.9 KiB |
| Y | |
|---|---|
| N | |
| n/k |
Length
| Max length | 3 |
|---|---|
| Median length | 1 |
| Mean length | 1.1149395 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Y |
|---|---|
| 2nd row | Y |
| 3rd row | Y |
| 4th row | Y |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| Y | 4046 | |
| N | 3203 | |
| n/k | 442 | 5.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| y | 4046 | |
| n | 3203 | |
| n/k | 442 | 5.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| Y | 4046 | |
| N | 3203 | |
| n | 442 | 5.2% |
| / | 442 | 5.2% |
| k | 442 | 5.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8575 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| Y | 4046 | |
| N | 3203 | |
| n | 442 | 5.2% |
| / | 442 | 5.2% |
| k | 442 | 5.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8575 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| Y | 4046 | |
| N | 3203 | |
| n | 442 | 5.2% |
| / | 442 | 5.2% |
| k | 442 | 5.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8575 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| Y | 4046 | |
| N | 3203 | |
| n | 442 | 5.2% |
| / | 442 | 5.2% |
| k | 442 | 5.2% |
time_hour
Real number (ℝ)
High correlation  Zeros 
| Distinct | 24 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.729684 |
| Minimum | 0 |
|---|---|
| Maximum | 23 |
| Zeros | 357 |
| Zeros (%) | 4.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 9 |
| median | 13 |
| Q3 | 17 |
| 95-th percentile | 20 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 5.1071358 |
|---|---|
| Coefficient of variation (CV) | 0.40119895 |
| Kurtosis | -0.051858402 |
| Mean | 12.729684 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -0.4975176 |
| Sum | 97904 |
| Variance | 26.082837 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 747 | 9.7% |
| 17 | 682 | 8.9% |
| 15 | 612 | 8.0% |
| 16 | 582 | 7.6% |
| 18 | 556 | 7.2% |
| 14 | 483 | 6.3% |
| 13 | 481 | 6.3% |
| 9 | 467 | 6.1% |
| 12 | 449 | 5.8% |
| 11 | 422 | 5.5% |
| Other values (14) | 2210 |
| Value | Count | Frequency (%) |
| 0 | 357 | |
| 1 | 19 | 0.2% |
| 2 | 14 | 0.2% |
| 3 | 15 | 0.2% |
| 4 | 12 | 0.2% |
| 5 | 52 | 0.7% |
| 6 | 121 | 1.6% |
| 7 | 417 | |
| 8 | 747 | |
| 9 | 467 |
| Value | Count | Frequency (%) |
| 23 | 67 | 0.9% |
| 22 | 109 | 1.4% |
| 21 | 116 | 1.5% |
| 20 | 205 | 2.7% |
| 19 | 334 | |
| 18 | 556 | |
| 17 | 682 | |
| 16 | 582 | |
| 15 | 612 | |
| 14 | 483 |
main_driver
Categorical
High correlation 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.9 KiB |
| Y | |
|---|---|
| Other | |
| N |
Length
| Max length | 5 |
|---|---|
| Median length | 1 |
| Mean length | 2.5290599 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Other |
|---|---|
| 2nd row | Other |
| 3rd row | Y |
| 4th row | Other |
| 5th row | Other |
Common Values
| Value | Count | Frequency (%) |
| Y | 4319 | |
| Other | 2940 | |
| N | 432 | 5.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| y | 4319 | |
| other | 2940 | |
| n | 432 | 5.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| Y | 4319 | |
| O | 2940 | |
| t | 2940 | |
| h | 2940 | |
| e | 2940 | |
| r | 2940 | |
| N | 432 | 2.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 19451 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| Y | 4319 | |
| O | 2940 | |
| t | 2940 | |
| h | 2940 | |
| e | 2940 | |
| r | 2940 | |
| N | 432 | 2.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 19451 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| Y | 4319 | |
| O | 2940 | |
| t | 2940 | |
| h | 2940 | |
| e | 2940 | |
| r | 2940 | |
| N | 432 | 2.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 19451 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| Y | 4319 | |
| O | 2940 | |
| t | 2940 | |
| h | 2940 | |
| e | 2940 | |
| r | 2940 | |
| N | 432 | 2.2% |
ph_considered_tp_at_fault
Categorical
High correlation 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.0 KiB |
| N | |
|---|---|
| n/k | |
| Y | 181 |
| # | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 1 |
| Mean length | 1.6901573 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | n/k |
|---|---|
| 2nd row | n/k |
| 3rd row | n/k |
| 4th row | n/k |
| 5th row | n/k |
Common Values
| Value | Count | Frequency (%) |
| N | 4855 | |
| n/k | 2654 | |
| Y | 181 | 2.4% |
| # | 1 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| n | 4855 | |
| n/k | 2654 | |
| y | 181 | 2.4% |
| 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 4855 | |
| n | 2654 | |
| / | 2654 | |
| k | 2654 | |
| Y | 181 | 1.4% |
| # | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12999 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| N | 4855 | |
| n | 2654 | |
| / | 2654 | |
| k | 2654 | |
| Y | 181 | 1.4% |
| # | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12999 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| N | 4855 | |
| n | 2654 | |
| / | 2654 | |
| k | 2654 | |
| Y | 181 | 1.4% |
| # | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12999 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| N | 4855 | |
| n | 2654 | |
| / | 2654 | |
| k | 2654 | |
| Y | 181 | 1.4% |
| # | 1 | < 0.1% |
vechile_registration_present
Categorical
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 435.8 KiB |
| 1 | |
|---|---|
| 0 | 6 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 7685 | |
| 0 | 6 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 7685 | |
| 0 | 6 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 7685 | |
| 0 | 6 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 7691 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 7685 | |
| 0 | 6 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 7691 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 7685 | |
| 0 | 6 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 7691 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 7685 | |
| 0 | 6 | 0.1% |
incident_details_present
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 435.8 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 6217 | |
| 0 | 1474 | 19.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 6217 | |
| 0 | 1474 | 19.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 6217 | |
| 0 | 1474 | 19.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 7691 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 6217 | |
| 0 | 1474 | 19.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 7691 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 6217 | |
| 0 | 1474 | 19.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 7691 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 6217 | |
| 0 | 1474 | 19.2% |
injury_details_present
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 435.8 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 5906 | |
| 1 | 1785 | 23.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 5906 | |
| 1 | 1785 | 23.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 5906 | |
| 1 | 1785 | 23.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 7691 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 5906 | |
| 1 | 1785 | 23.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 7691 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 5906 | |
| 1 | 1785 | 23.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 7691 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 5906 | |
| 1 | 1785 | 23.2% |
tp_type_insd_pass_back
Categorical
Imbalance 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 435.8 KiB |
| 0 | |
|---|---|
| 1 | 110 |
| 2 | 38 |
| 3 | 11 |
| 4 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 7531 | |
| 1 | 110 | 1.4% |
| 2 | 38 | 0.5% |
| 3 | 11 | 0.1% |
| 4 | 1 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 7531 | |
| 1 | 110 | 1.4% |
| 2 | 38 | 0.5% |
| 3 | 11 | 0.1% |
| 4 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7531 | |
| 1 | 110 | 1.4% |
| 2 | 38 | 0.5% |
| 3 | 11 | 0.1% |
| 4 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 7691 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7531 | |
| 1 | 110 | 1.4% |
| 2 | 38 | 0.5% |
| 3 | 11 | 0.1% |
| 4 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 7691 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7531 | |
| 1 | 110 | 1.4% |
| 2 | 38 | 0.5% |
| 3 | 11 | 0.1% |
| 4 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 7691 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7531 | |
| 1 | 110 | 1.4% |
| 2 | 38 | 0.5% |
| 3 | 11 | 0.1% |
| 4 | 1 | < 0.1% |
tp_type_driver
Real number (ℝ)
High correlation  Zeros 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.65167078 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 2907 |
| Zeros (%) | 37.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.54472599 |
|---|---|
| Coefficient of variation (CV) | 0.83589138 |
| Kurtosis | 1.1214256 |
| Mean | 0.65167078 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.26599014 |
| Sum | 5012 |
| Variance | 0.2967264 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 4588 | |
| 0 | 2907 | |
| 2 | 170 | 2.2% |
| 3 | 22 | 0.3% |
| 4 | 2 | < 0.1% |
| 5 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 2907 | |
| 1 | 4588 | |
| 2 | 170 | 2.2% |
| 3 | 22 | 0.3% |
| 4 | 2 | < 0.1% |
| 5 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 2 | < 0.1% |
| 4 | 2 | < 0.1% |
| 3 | 22 | 0.3% |
| 2 | 170 | 2.2% |
| 1 | 4588 | |
| 0 | 2907 |
tp_type_pass_back
Real number (ℝ)
High correlation  Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.041737095 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 7464 |
| Zeros (%) | 97.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.27358868 |
|---|---|
| Coefficient of variation (CV) | 6.5550484 |
| Kurtosis | 106.26934 |
| Mean | 0.041737095 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.9328798 |
| Sum | 321 |
| Variance | 0.074850766 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7464 | |
| 1 | 160 | 2.1% |
| 2 | 48 | 0.6% |
| 3 | 15 | 0.2% |
| 5 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 7464 | |
| 1 | 160 | 2.1% |
| 2 | 48 | 0.6% |
| 3 | 15 | 0.2% |
| 4 | 1 | < 0.1% |
| 5 | 2 | < 0.1% |
| 6 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 6 | 1 | < 0.1% |
| 5 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| 3 | 15 | 0.2% |
| 2 | 48 | 0.6% |
| 1 | 160 | 2.1% |
| 0 | 7464 |
tp_type_pass_front
Categorical
High correlation  Imbalance 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 435.8 KiB |
| 0 | |
|---|---|
| 1 | 405 |
| 2 | 22 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 7264 | |
| 1 | 405 | 5.3% |
| 2 | 22 | 0.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 7264 | |
| 1 | 405 | 5.3% |
| 2 | 22 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7264 | |
| 1 | 405 | 5.3% |
| 2 | 22 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 7691 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7264 | |
| 1 | 405 | 5.3% |
| 2 | 22 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 7691 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7264 | |
| 1 | 405 | 5.3% |
| 2 | 22 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 7691 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7264 | |
| 1 | 405 | 5.3% |
| 2 | 22 | 0.3% |
tp_type_bike
Categorical
Imbalance 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 435.8 KiB |
| 0 | |
|---|---|
| 1 | 52 |
| 2 | 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 7637 | |
| 1 | 52 | 0.7% |
| 2 | 2 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 7637 | |
| 1 | 52 | 0.7% |
| 2 | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7637 | |
| 1 | 52 | 0.7% |
| 2 | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 7691 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7637 | |
| 1 | 52 | 0.7% |
| 2 | 2 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 7691 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7637 | |
| 1 | 52 | 0.7% |
| 2 | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 7691 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7637 | |
| 1 | 52 | 0.7% |
| 2 | 2 | < 0.1% |
tp_type_cyclist
Categorical
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 435.8 KiB |
| 0 | |
|---|---|
| 1 | 4 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 7687 | |
| 1 | 4 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 7687 | |
| 1 | 4 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7687 | |
| 1 | 4 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 7691 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7687 | |
| 1 | 4 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 7691 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7687 | |
| 1 | 4 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 7691 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7687 | |
| 1 | 4 | 0.1% |
tp_type_pedestrian
Categorical
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 435.8 KiB |
| 0 | |
|---|---|
| 1 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 7690 | |
| 1 | 1 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 7690 | |
| 1 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7690 | |
| 1 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 7691 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7690 | |
| 1 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 7691 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7690 | |
| 1 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 7691 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7690 | |
| 1 | 1 | < 0.1% |
tp_type_other
Real number (ℝ)
High correlation  Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.075022754 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 7257 |
| Zeros (%) | 94.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.35620304 |
|---|---|
| Coefficient of variation (CV) | 4.7479334 |
| Kurtosis | 60.696465 |
| Mean | 0.075022754 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.7349992 |
| Sum | 577 |
| Variance | 0.12688061 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7257 | |
| 1 | 345 | 4.5% |
| 2 | 52 | 0.7% |
| 3 | 26 | 0.3% |
| 4 | 6 | 0.1% |
| 5 | 4 | 0.1% |
| 6 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 7257 | |
| 1 | 345 | 4.5% |
| 2 | 52 | 0.7% |
| 3 | 26 | 0.3% |
| 4 | 6 | 0.1% |
| 5 | 4 | 0.1% |
| 6 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 6 | 1 | < 0.1% |
| 5 | 4 | 0.1% |
| 4 | 6 | 0.1% |
| 3 | 26 | 0.3% |
| 2 | 52 | 0.7% |
| 1 | 345 | 4.5% |
| 0 | 7257 |
tp_type_nk
Real number (ℝ)
High correlation  Zeros 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.34936939 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 5159 |
| Zeros (%) | 67.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.52334878 |
|---|---|
| Coefficient of variation (CV) | 1.4979812 |
| Kurtosis | 2.5048598 |
| Mean | 0.34936939 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.3025749 |
| Sum | 2687 |
| Variance | 0.27389395 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5159 | |
| 1 | 2394 | |
| 2 | 125 | 1.6% |
| 3 | 11 | 0.1% |
| 4 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5159 | |
| 1 | 2394 | |
| 2 | 125 | 1.6% |
| 3 | 11 | 0.1% |
| 4 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 6 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 3 | 11 | 0.1% |
| 2 | 125 | 1.6% |
| 1 | 2394 | |
| 0 | 5159 |
tp_injury_whiplash
Real number (ℝ)
High correlation  Zeros 
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.26251463 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 6253 |
| Zeros (%) | 81.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.64295552 |
|---|---|
| Coefficient of variation (CV) | 2.4492179 |
| Kurtosis | 14.916662 |
| Mean | 0.26251463 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.315176 |
| Sum | 2019 |
| Variance | 0.4133918 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6253 | |
| 1 | 1035 | 13.5% |
| 2 | 283 | 3.7% |
| 3 | 82 | 1.1% |
| 4 | 24 | 0.3% |
| 5 | 10 | 0.1% |
| 7 | 2 | < 0.1% |
| 6 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 6253 | |
| 1 | 1035 | 13.5% |
| 2 | 283 | 3.7% |
| 3 | 82 | 1.1% |
| 4 | 24 | 0.3% |
| 5 | 10 | 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 7 | 2 | < 0.1% |
| 6 | 2 | < 0.1% |
| 5 | 10 | 0.1% |
| 4 | 24 | 0.3% |
| 3 | 82 | 1.1% |
| 2 | 283 | 3.7% |
| 1 | 1035 | 13.5% |
| 0 | 6253 |
tp_injury_traumatic
Categorical
High correlation  Imbalance 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 435.8 KiB |
| 0 | |
|---|---|
| 1 | 404 |
| 2 | 65 |
| 3 | 4 |
| 4 | 4 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 7214 | |
| 1 | 404 | 5.3% |
| 2 | 65 | 0.8% |
| 3 | 4 | 0.1% |
| 4 | 4 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 7214 | |
| 1 | 404 | 5.3% |
| 2 | 65 | 0.8% |
| 3 | 4 | 0.1% |
| 4 | 4 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7214 | |
| 1 | 404 | 5.3% |
| 2 | 65 | 0.8% |
| 3 | 4 | 0.1% |
| 4 | 4 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 7691 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7214 | |
| 1 | 404 | 5.3% |
| 2 | 65 | 0.8% |
| 3 | 4 | 0.1% |
| 4 | 4 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 7691 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7214 | |
| 1 | 404 | 5.3% |
| 2 | 65 | 0.8% |
| 3 | 4 | 0.1% |
| 4 | 4 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 7691 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7214 | |
| 1 | 404 | 5.3% |
| 2 | 65 | 0.8% |
| 3 | 4 | 0.1% |
| 4 | 4 | 0.1% |
tp_injury_fatality
Categorical
High correlation  Imbalance 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 435.8 KiB |
| 0 | |
|---|---|
| 1 | 24 |
| 2 | 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 7665 | |
| 1 | 24 | 0.3% |
| 2 | 2 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 7665 | |
| 1 | 24 | 0.3% |
| 2 | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7665 | |
| 1 | 24 | 0.3% |
| 2 | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 7691 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7665 | |
| 1 | 24 | 0.3% |
| 2 | 2 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 7691 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7665 | |
| 1 | 24 | 0.3% |
| 2 | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 7691 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7665 | |
| 1 | 24 | 0.3% |
| 2 | 2 | < 0.1% |
tp_injury_unclear
Real number (ℝ)
High correlation  Zeros 
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.91613574 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 1342 |
| Zeros (%) | 17.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.55945677 |
|---|---|
| Coefficient of variation (CV) | 0.61067017 |
| Kurtosis | 10.561416 |
| Mean | 0.91613574 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.3601861 |
| Sum | 7046 |
| Variance | 0.31299188 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 5797 | |
| 0 | 1342 | 17.4% |
| 2 | 449 | 5.8% |
| 3 | 77 | 1.0% |
| 4 | 16 | 0.2% |
| 5 | 6 | 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1342 | 17.4% |
| 1 | 5797 | |
| 2 | 449 | 5.8% |
| 3 | 77 | 1.0% |
| 4 | 16 | 0.2% |
| 5 | 6 | 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 7 | 2 | < 0.1% |
| 6 | 2 | < 0.1% |
| 5 | 6 | 0.1% |
| 4 | 16 | 0.2% |
| 3 | 77 | 1.0% |
| 2 | 449 | 5.8% |
| 1 | 5797 | |
| 0 | 1342 | 17.4% |
tp_injury_nk
Real number (ℝ)
High correlation  Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5958913 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 3606 |
| Zeros (%) | 46.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.6466911 |
|---|---|
| Coefficient of variation (CV) | 1.0852501 |
| Kurtosis | 4.8719814 |
| Mean | 0.5958913 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.3487761 |
| Sum | 4583 |
| Variance | 0.41820938 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 3716 | |
| 0 | 3606 | |
| 2 | 284 | 3.7% |
| 3 | 51 | 0.7% |
| 4 | 25 | 0.3% |
| 5 | 8 | 0.1% |
| 6 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 3606 | |
| 1 | 3716 | |
| 2 | 284 | 3.7% |
| 3 | 51 | 0.7% |
| 4 | 25 | 0.3% |
| 5 | 8 | 0.1% |
| 6 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 6 | 1 | < 0.1% |
| 5 | 8 | 0.1% |
| 4 | 25 | 0.3% |
| 3 | 51 | 0.7% |
| 2 | 284 | 3.7% |
| 1 | 3716 | |
| 0 | 3606 |
tp_region_eastang
Real number (ℝ)
High correlation  Zeros 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.039396697 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 7446 |
| Zeros (%) | 96.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.24165199 |
|---|---|
| Coefficient of variation (CV) | 6.1338133 |
| Kurtosis | 86.538962 |
| Mean | 0.039396697 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.1064198 |
| Sum | 303 |
| Variance | 0.058395683 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7446 | |
| 1 | 204 | 2.7% |
| 2 | 27 | 0.4% |
| 3 | 12 | 0.2% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 7446 | |
| 1 | 204 | 2.7% |
| 2 | 27 | 0.4% |
| 3 | 12 | 0.2% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 3 | 12 | 0.2% |
| 2 | 27 | 0.4% |
| 1 | 204 | 2.7% |
| 0 | 7446 |
tp_region_eastmid
Real number (ℝ)
Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.050968665 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 7382 |
| Zeros (%) | 96.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2862293 |
|---|---|
| Coefficient of variation (CV) | 5.6157898 |
| Kurtosis | 102.10601 |
| Mean | 0.050968665 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.3571089 |
| Sum | 392 |
| Variance | 0.081927215 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7382 | |
| 1 | 254 | 3.3% |
| 2 | 38 | 0.5% |
| 3 | 11 | 0.1% |
| 4 | 3 | < 0.1% |
| 6 | 2 | < 0.1% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 7382 | |
| 1 | 254 | 3.3% |
| 2 | 38 | 0.5% |
| 3 | 11 | 0.1% |
| 4 | 3 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 6 | 2 | < 0.1% |
| 5 | 1 | < 0.1% |
| 4 | 3 | < 0.1% |
| 3 | 11 | 0.1% |
| 2 | 38 | 0.5% |
| 1 | 254 | 3.3% |
| 0 | 7382 |
tp_region_london
Real number (ℝ)
High correlation  Zeros 
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.021583669 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 7567 |
| Zeros (%) | 98.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.21528616 |
|---|---|
| Coefficient of variation (CV) | 9.9744929 |
| Kurtosis | 577.26637 |
| Mean | 0.021583669 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 19.460447 |
| Sum | 166 |
| Variance | 0.046348129 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7567 | |
| 1 | 104 | 1.4% |
| 2 | 12 | 0.2% |
| 4 | 3 | < 0.1% |
| 3 | 2 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 7567 | |
| 1 | 104 | 1.4% |
| 2 | 12 | 0.2% |
| 3 | 2 | < 0.1% |
| 4 | 3 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 4 | 3 | < 0.1% |
| 3 | 2 | < 0.1% |
| 2 | 12 | 0.2% |
| 1 | 104 | 1.4% |
| 0 | 7567 |
tp_region_north
Categorical
High correlation  Imbalance 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 435.8 KiB |
| 0 | |
|---|---|
| 1 | 130 |
| 2 | 23 |
| 3 | 9 |
| 4 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 7528 | |
| 1 | 130 | 1.7% |
| 2 | 23 | 0.3% |
| 3 | 9 | 0.1% |
| 4 | 1 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 7528 | |
| 1 | 130 | 1.7% |
| 2 | 23 | 0.3% |
| 3 | 9 | 0.1% |
| 4 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7528 | |
| 1 | 130 | 1.7% |
| 2 | 23 | 0.3% |
| 3 | 9 | 0.1% |
| 4 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 7691 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7528 | |
| 1 | 130 | 1.7% |
| 2 | 23 | 0.3% |
| 3 | 9 | 0.1% |
| 4 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 7691 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7528 | |
| 1 | 130 | 1.7% |
| 2 | 23 | 0.3% |
| 3 | 9 | 0.1% |
| 4 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 7691 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7528 | |
| 1 | 130 | 1.7% |
| 2 | 23 | 0.3% |
| 3 | 9 | 0.1% |
| 4 | 1 | < 0.1% |
tp_region_northw
Real number (ℝ)
High correlation  Zeros 
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.066831361 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 7321 |
| Zeros (%) | 95.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.34844046 |
|---|---|
| Coefficient of variation (CV) | 5.2137268 |
| Kurtosis | 82.915122 |
| Mean | 0.066831361 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.6759963 |
| Sum | 514 |
| Variance | 0.12141075 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7321 | |
| 1 | 276 | 3.6% |
| 2 | 64 | 0.8% |
| 3 | 18 | 0.2% |
| 4 | 8 | 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 7321 | |
| 1 | 276 | 3.6% |
| 2 | 64 | 0.8% |
| 3 | 18 | 0.2% |
| 4 | 8 | 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 7 | 1 | < 0.1% |
| 6 | 2 | < 0.1% |
| 5 | 1 | < 0.1% |
| 4 | 8 | 0.1% |
| 3 | 18 | 0.2% |
| 2 | 64 | 0.8% |
| 1 | 276 | 3.6% |
| 0 | 7321 |
tp_region_outerldn
Real number (ℝ)
Zeros 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.036406189 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 7457 |
| Zeros (%) | 97.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.22801406 |
|---|---|
| Coefficient of variation (CV) | 6.2630576 |
| Kurtosis | 100.11968 |
| Mean | 0.036406189 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.514174 |
| Sum | 280 |
| Variance | 0.051990412 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7457 | |
| 1 | 202 | 2.6% |
| 2 | 22 | 0.3% |
| 3 | 7 | 0.1% |
| 4 | 2 | < 0.1% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 7457 | |
| 1 | 202 | 2.6% |
| 2 | 22 | 0.3% |
| 3 | 7 | 0.1% |
| 4 | 2 | < 0.1% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 1 | < 0.1% |
| 4 | 2 | < 0.1% |
| 3 | 7 | 0.1% |
| 2 | 22 | 0.3% |
| 1 | 202 | 2.6% |
| 0 | 7457 |
tp_region_scotland
Real number (ℝ)
Zeros 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.019893382 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 7573 |
| Zeros (%) | 98.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.18736289 |
|---|---|
| Coefficient of variation (CV) | 9.4183528 |
| Kurtosis | 328.57431 |
| Mean | 0.019893382 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 15.046054 |
| Sum | 153 |
| Variance | 0.035104852 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7573 | |
| 1 | 95 | 1.2% |
| 2 | 19 | 0.2% |
| 5 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 7573 | |
| 1 | 95 | 1.2% |
| 2 | 19 | 0.2% |
| 4 | 1 | < 0.1% |
| 5 | 2 | < 0.1% |
| 6 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 6 | 1 | < 0.1% |
| 5 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| 2 | 19 | 0.2% |
| 1 | 95 | 1.2% |
| 0 | 7573 |
tp_region_southe
Real number (ℝ)
Zeros 
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.11545963 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 6969 |
| Zeros (%) | 90.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.41952848 |
|---|---|
| Coefficient of variation (CV) | 3.6335512 |
| Kurtosis | 65.374325 |
| Mean | 0.11545963 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.1291487 |
| Sum | 888 |
| Variance | 0.17600414 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6969 | |
| 1 | 618 | 8.0% |
| 2 | 69 | 0.9% |
| 3 | 23 | 0.3% |
| 5 | 5 | 0.1% |
| 4 | 4 | 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 6969 | |
| 1 | 618 | 8.0% |
| 2 | 69 | 0.9% |
| 3 | 23 | 0.3% |
| 4 | 4 | 0.1% |
| 5 | 5 | 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 5 | 5 | 0.1% |
| 4 | 4 | 0.1% |
| 3 | 23 | 0.3% |
| 2 | 69 | 0.9% |
| 1 | 618 | 8.0% |
| 0 | 6969 |
tp_region_southw
Real number (ℝ)
High correlation  Zeros 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.09023534 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 7091 |
| Zeros (%) | 92.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.33892983 |
|---|---|
| Coefficient of variation (CV) | 3.7560653 |
| Kurtosis | 32.567112 |
| Mean | 0.09023534 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.8482904 |
| Sum | 694 |
| Variance | 0.11487343 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7091 | |
| 1 | 530 | 6.9% |
| 2 | 53 | 0.7% |
| 3 | 11 | 0.1% |
| 4 | 5 | 0.1% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 7091 | |
| 1 | 530 | 6.9% |
| 2 | 53 | 0.7% |
| 3 | 11 | 0.1% |
| 4 | 5 | 0.1% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 1 | < 0.1% |
| 4 | 5 | 0.1% |
| 3 | 11 | 0.1% |
| 2 | 53 | 0.7% |
| 1 | 530 | 6.9% |
| 0 | 7091 |
tp_region_wales
Real number (ℝ)
Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.056559615 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 7357 |
| Zeros (%) | 95.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.31196274 |
|---|---|
| Coefficient of variation (CV) | 5.5156446 |
| Kurtosis | 102.85296 |
| Mean | 0.056559615 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.4598424 |
| Sum | 435 |
| Variance | 0.09732075 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7357 | |
| 1 | 274 | 3.6% |
| 2 | 36 | 0.5% |
| 3 | 14 | 0.2% |
| 4 | 5 | 0.1% |
| 5 | 4 | 0.1% |
| 7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 7357 | |
| 1 | 274 | 3.6% |
| 2 | 36 | 0.5% |
| 3 | 14 | 0.2% |
| 4 | 5 | 0.1% |
| 5 | 4 | 0.1% |
| 7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 7 | 1 | < 0.1% |
| 5 | 4 | 0.1% |
| 4 | 5 | 0.1% |
| 3 | 14 | 0.2% |
| 2 | 36 | 0.5% |
| 1 | 274 | 3.6% |
| 0 | 7357 |
tp_region_westmid
Real number (ℝ)
High correlation  Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.073982577 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 7262 |
| Zeros (%) | 94.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.35312167 |
|---|---|
| Coefficient of variation (CV) | 4.7730383 |
| Kurtosis | 61.205939 |
| Mean | 0.073982577 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.7678351 |
| Sum | 569 |
| Variance | 0.12469492 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7262 | |
| 1 | 341 | 4.4% |
| 2 | 54 | 0.7% |
| 3 | 21 | 0.3% |
| 4 | 9 | 0.1% |
| 5 | 3 | < 0.1% |
| 6 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 7262 | |
| 1 | 341 | 4.4% |
| 2 | 54 | 0.7% |
| 3 | 21 | 0.3% |
| 4 | 9 | 0.1% |
| 5 | 3 | < 0.1% |
| 6 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 6 | 1 | < 0.1% |
| 5 | 3 | < 0.1% |
| 4 | 9 | 0.1% |
| 3 | 21 | 0.3% |
| 2 | 54 | 0.7% |
| 1 | 341 | 4.4% |
| 0 | 7262 |
tp_region_yorkshire
Real number (ℝ)
Zeros 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.079443505 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 7231 |
| Zeros (%) | 94.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.36356493 |
|---|---|
| Coefficient of variation (CV) | 4.5763958 |
| Kurtosis | 52.544739 |
| Mean | 0.079443505 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.3469228 |
| Sum | 611 |
| Variance | 0.13217946 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7231 | |
| 1 | 362 | 4.7% |
| 2 | 64 | 0.8% |
| 3 | 19 | 0.2% |
| 4 | 11 | 0.1% |
| 5 | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 7231 | |
| 1 | 362 | 4.7% |
| 2 | 64 | 0.8% |
| 3 | 19 | 0.2% |
| 4 | 11 | 0.1% |
| 5 | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 5 | 4 | 0.1% |
| 4 | 11 | 0.1% |
| 3 | 19 | 0.2% |
| 2 | 64 | 0.8% |
| 1 | 362 | 4.7% |
| 0 | 7231 |
incurred
Real number (ℝ)
High correlation  Missing 
| Distinct | 4295 |
|---|---|
| Distinct (%) | 72.3% |
| Missing | 1754 |
| Missing (%) | 22.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12219.117 |
| Minimum | 0 |
|---|---|
| Maximum | 1951894 |
| Zeros | 4 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 74 |
| Q1 | 640 |
| median | 2598 |
| Q3 | 9767 |
| 95-th percentile | 38025.2 |
| Maximum | 1951894 |
| Range | 1951894 |
| Interquartile range (IQR) | 9127 |
Descriptive statistics
| Standard deviation | 56438.896 |
|---|---|
| Coefficient of variation (CV) | 4.6189012 |
| Kurtosis | 496.30641 |
| Mean | 12219.117 |
| Median Absolute Deviation (MAD) | 2413 |
| Skewness | 18.915814 |
| Sum | 72544900 |
| Variance | 3.185349 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 23 | 55 | 0.7% |
| 24 | 28 | 0.4% |
| 86 | 23 | 0.3% |
| 19 | 18 | 0.2% |
| 78 | 18 | 0.2% |
| 85 | 18 | 0.2% |
| 84 | 18 | 0.2% |
| 70 | 16 | 0.2% |
| 142 | 15 | 0.2% |
| 72 | 14 | 0.2% |
| Other values (4285) | 5714 | |
| (Missing) | 1754 | 22.8% |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 1 | 5 | |
| 3 | 1 | < 0.1% |
| 5 | 2 | < 0.1% |
| 7 | 3 | |
| 8 | 4 | |
| 10 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 18 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1951894 | 1 | |
| 1810331 | 1 | |
| 1157014 | 1 | |
| 890836 | 1 | |
| 840470 | 1 | |
| 838172 | 1 | |
| 793205 | 1 | |
| 749989 | 1 | |
| 723725 | 1 | |
| 717589 | 1 |
capped_incurred
Real number (ℝ)
High correlation  Missing 
| Distinct | 4098 |
|---|---|
| Distinct (%) | 69.0% |
| Missing | 1754 |
| Missing (%) | 22.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7923.0109 |
| Minimum | 0 |
|---|---|
| Maximum | 50000 |
| Zeros | 4 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 74 |
| Q1 | 640 |
| median | 2598 |
| Q3 | 9767 |
| 95-th percentile | 38025.2 |
| Maximum | 50000 |
| Range | 50000 |
| Interquartile range (IQR) | 9127 |
Descriptive statistics
| Standard deviation | 11996.939 |
|---|---|
| Coefficient of variation (CV) | 1.5141893 |
| Kurtosis | 4.2142425 |
| Mean | 7923.0109 |
| Median Absolute Deviation (MAD) | 2413 |
| Skewness | 2.1762661 |
| Sum | 47038916 |
| Variance | 1.4392653 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 50000 | 198 | 2.6% |
| 23 | 55 | 0.7% |
| 24 | 28 | 0.4% |
| 86 | 23 | 0.3% |
| 85 | 18 | 0.2% |
| 78 | 18 | 0.2% |
| 84 | 18 | 0.2% |
| 19 | 18 | 0.2% |
| 70 | 16 | 0.2% |
| 142 | 15 | 0.2% |
| Other values (4088) | 5530 | |
| (Missing) | 1754 | 22.8% |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 1 | 5 | |
| 3 | 1 | < 0.1% |
| 5 | 2 | < 0.1% |
| 7 | 3 | |
| 8 | 4 | |
| 10 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 18 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 50000 | 198 | |
| 49909 | 1 | < 0.1% |
| 49604 | 1 | < 0.1% |
| 49391 | 1 | < 0.1% |
| 49208 | 1 | < 0.1% |
| 49149 | 1 | < 0.1% |
| 49137 | 1 | < 0.1% |
| 49062 | 1 | < 0.1% |
| 48880 | 1 | < 0.1% |
| 48867 | 1 | < 0.1% |
incurred_log
Real number (ℝ)
High correlation  Missing 
| Distinct | 4294 |
|---|---|
| Distinct (%) | 72.4% |
| Missing | 1758 |
| Missing (%) | 22.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.7059976 |
| Minimum | 0 |
|---|---|
| Maximum | 14.484311 |
| Zeros | 5 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4.3121189 |
| Q1 | 6.4738907 |
| median | 7.8636513 |
| Q3 | 9.1880948 |
| 95-th percentile | 10.547058 |
| Maximum | 14.484311 |
| Range | 14.484311 |
| Interquartile range (IQR) | 2.7142041 |
Descriptive statistics
| Standard deviation | 1.9795294 |
|---|---|
| Coefficient of variation (CV) | 0.25688165 |
| Kurtosis | -0.10933536 |
| Mean | 7.7059976 |
| Median Absolute Deviation (MAD) | 1.3488867 |
| Skewness | -0.29709156 |
| Sum | 45719.684 |
| Variance | 3.9185365 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.135494216 | 55 | 0.7% |
| 3.17805383 | 28 | 0.4% |
| 4.454347296 | 23 | 0.3% |
| 4.430816799 | 18 | 0.2% |
| 4.356708827 | 18 | 0.2% |
| 4.442651256 | 18 | 0.2% |
| 2.944438979 | 18 | 0.2% |
| 4.248495242 | 16 | 0.2% |
| 4.955827058 | 15 | 0.2% |
| 4.418840608 | 14 | 0.2% |
| Other values (4284) | 5710 | |
| (Missing) | 1758 | 22.9% |
| Value | Count | Frequency (%) |
| 0 | 5 | 0.1% |
| 1.098612289 | 1 | < 0.1% |
| 1.609437912 | 2 | < 0.1% |
| 1.945910149 | 3 | < 0.1% |
| 2.079441542 | 4 | 0.1% |
| 2.302585093 | 1 | < 0.1% |
| 2.564949357 | 1 | < 0.1% |
| 2.708050201 | 1 | < 0.1% |
| 2.890371758 | 1 | < 0.1% |
| 2.944438979 | 18 |
| Value | Count | Frequency (%) |
| 14.48431074 | 1 | |
| 14.40902026 | 1 | |
| 13.96135311 | 1 | |
| 13.69991563 | 1 | |
| 13.64171654 | 1 | |
| 13.63897861 | 1 | |
| 13.58383698 | 1 | |
| 13.52781382 | 1 | |
| 13.49216676 | 1 | |
| 13.48365226 | 1 |
capped_incurred_log
Real number (ℝ)
High correlation  Missing 
| Distinct | 4097 |
|---|---|
| Distinct (%) | 69.1% |
| Missing | 1758 |
| Missing (%) | 22.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.6789408 |
| Minimum | 0 |
|---|---|
| Maximum | 10.819778 |
| Zeros | 5 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4.3121189 |
| Q1 | 6.4738907 |
| median | 7.8636513 |
| Q3 | 9.1880948 |
| 95-th percentile | 10.547058 |
| Maximum | 10.819778 |
| Range | 10.819778 |
| Interquartile range (IQR) | 2.7142041 |
Descriptive statistics
| Standard deviation | 1.9246725 |
|---|---|
| Coefficient of variation (CV) | 0.25064297 |
| Kurtosis | -0.32828345 |
| Mean | 7.6789408 |
| Median Absolute Deviation (MAD) | 1.3488867 |
| Skewness | -0.46407614 |
| Sum | 45559.156 |
| Variance | 3.7043642 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10.81977828 | 198 | 2.6% |
| 3.135494216 | 55 | 0.7% |
| 3.17805383 | 28 | 0.4% |
| 4.454347296 | 23 | 0.3% |
| 2.944438979 | 18 | 0.2% |
| 4.430816799 | 18 | 0.2% |
| 4.356708827 | 18 | 0.2% |
| 4.442651256 | 18 | 0.2% |
| 4.248495242 | 16 | 0.2% |
| 4.955827058 | 15 | 0.2% |
| Other values (4087) | 5526 | |
| (Missing) | 1758 | 22.9% |
| Value | Count | Frequency (%) |
| 0 | 5 | 0.1% |
| 1.098612289 | 1 | < 0.1% |
| 1.609437912 | 2 | < 0.1% |
| 1.945910149 | 3 | < 0.1% |
| 2.079441542 | 4 | 0.1% |
| 2.302585093 | 1 | < 0.1% |
| 2.564949357 | 1 | < 0.1% |
| 2.708050201 | 1 | < 0.1% |
| 2.890371758 | 1 | < 0.1% |
| 2.944438979 | 18 |
| Value | Count | Frequency (%) |
| 10.81977828 | 198 | |
| 10.81795663 | 1 | < 0.1% |
| 10.81182675 | 1 | < 0.1% |
| 10.8075235 | 1 | < 0.1% |
| 10.80381149 | 1 | < 0.1% |
| 10.80261178 | 1 | < 0.1% |
| 10.80236759 | 1 | < 0.1% |
| 10.80084008 | 1 | < 0.1% |
| 10.79712359 | 1 | < 0.1% |
| 10.7968576 | 1 | < 0.1% |
Interactions
Correlations
| claim_number | notification_period | inception_to_loss | time_hour | vechile_registration_present | incident_details_present | injury_details_present | tp_type_insd_pass_back | tp_type_driver | tp_type_pass_back | tp_type_pass_front | tp_type_bike | tp_type_cyclist | tp_type_pedestrian | tp_type_other | tp_type_nk | tp_injury_whiplash | tp_injury_traumatic | tp_injury_fatality | tp_injury_unclear | tp_injury_nk | tp_region_eastang | tp_region_eastmid | tp_region_london | tp_region_north | tp_region_northw | tp_region_outerldn | tp_region_scotland | tp_region_southe | tp_region_southw | tp_region_wales | tp_region_westmid | tp_region_yorkshire | incurred | capped_incurred | incurred_log | capped_incurred_log | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| claim_number | 1.000 | 0.026 | 0.028 | -0.001 | 0.011 | 0.222 | -0.022 | 0.019 | 0.601 | 0.030 | 0.027 | 0.014 | 0.015 | 0.019 | -0.082 | -0.628 | 0.041 | 0.077 | 0.002 | -0.086 | 0.155 | -0.032 | -0.021 | 0.004 | -0.010 | -0.015 | -0.011 | 0.005 | -0.070 | -0.084 | -0.019 | -0.003 | -0.023 | -0.017 | -0.002 | 0.001 | 0.003 |
| notification_period | 0.026 | 1.000 | -0.021 | -0.156 | -0.002 | -0.050 | -0.068 | -0.006 | -0.012 | 0.003 | -0.000 | 0.015 | 0.017 | -0.002 | -0.010 | -0.035 | 0.011 | -0.009 | 0.019 | -0.062 | -0.001 | -0.011 | 0.006 | 0.028 | -0.004 | -0.019 | -0.016 | -0.007 | -0.005 | -0.024 | -0.010 | -0.011 | -0.014 | 0.004 | -0.014 | -0.020 | -0.022 |
| inception_to_loss | 0.028 | -0.021 | 1.000 | -0.007 | 0.012 | 0.014 | -0.012 | -0.031 | 0.012 | -0.004 | 0.006 | -0.010 | 0.021 | 0.000 | -0.008 | -0.014 | -0.002 | -0.004 | -0.017 | -0.010 | -0.007 | 0.026 | -0.002 | -0.003 | -0.005 | -0.008 | -0.002 | -0.015 | -0.011 | 0.002 | -0.016 | 0.023 | -0.012 | 0.008 | -0.002 | -0.012 | -0.013 |
| time_hour | -0.001 | -0.156 | -0.007 | 1.000 | -0.011 | 0.024 | 0.104 | 0.059 | 0.016 | 0.004 | 0.034 | 0.019 | -0.001 | 0.005 | -0.006 | -0.011 | 0.049 | 0.022 | 0.006 | 0.012 | 0.002 | 0.018 | 0.011 | 0.008 | 0.025 | 0.021 | -0.002 | 0.001 | 0.005 | 0.021 | 0.014 | 0.013 | 0.012 | 0.008 | 0.026 | 0.003 | 0.004 |
| vechile_registration_present | 0.011 | -0.002 | 0.012 | -0.011 | 1.000 | -0.014 | 0.004 | 0.004 | -0.001 | -0.013 | 0.007 | 0.002 | 0.001 | 0.000 | -0.046 | -0.008 | -0.018 | 0.007 | 0.002 | -0.071 | -0.017 | 0.005 | 0.005 | 0.003 | 0.004 | 0.005 | 0.004 | 0.003 | -0.026 | -0.006 | -0.114 | 0.006 | 0.006 | 0.005 | 0.014 | 0.015 | 0.015 |
| incident_details_present | 0.222 | -0.050 | 0.014 | 0.024 | -0.014 | 1.000 | 0.098 | 0.019 | 0.224 | 0.019 | 0.013 | 0.003 | -0.003 | 0.006 | -0.000 | -0.238 | 0.032 | 0.015 | -0.008 | -0.016 | 0.052 | 0.000 | -0.009 | -0.002 | -0.004 | 0.015 | -0.000 | 0.004 | -0.026 | -0.010 | -0.003 | 0.012 | -0.023 | -0.001 | 0.010 | 0.026 | 0.028 |
| injury_details_present | -0.022 | -0.068 | -0.012 | 0.104 | 0.004 | 0.098 | 1.000 | 0.135 | 0.073 | 0.022 | 0.089 | -0.003 | 0.001 | 0.021 | 0.057 | -0.021 | 0.113 | 0.177 | 0.031 | 0.035 | 0.068 | 0.029 | 0.056 | 0.005 | 0.046 | 0.033 | 0.030 | 0.063 | 0.028 | 0.002 | 0.035 | 0.025 | 0.048 | 0.096 | 0.153 | 0.041 | 0.031 |
| tp_type_insd_pass_back | 0.019 | -0.006 | -0.031 | 0.059 | 0.004 | 0.019 | 0.135 | 1.000 | 0.059 | 0.036 | 0.036 | 0.009 | -0.003 | -0.002 | 0.020 | -0.070 | 0.243 | 0.193 | 0.131 | 0.141 | 0.189 | 0.064 | 0.032 | 0.058 | 0.029 | 0.077 | -0.003 | 0.043 | 0.102 | 0.005 | 0.088 | 0.026 | 0.118 | 0.066 | 0.100 | 0.058 | 0.049 |
| tp_type_driver | 0.601 | -0.012 | 0.012 | 0.016 | -0.001 | 0.224 | 0.073 | 0.059 | 1.000 | 0.098 | 0.163 | -0.088 | -0.017 | 0.028 | -0.027 | -0.749 | 0.271 | 0.174 | 0.032 | 0.009 | 0.188 | 0.030 | 0.049 | 0.010 | 0.039 | 0.072 | 0.035 | 0.017 | 0.022 | -0.025 | 0.046 | 0.068 | 0.047 | 0.099 | 0.268 | 0.220 | 0.218 |
| tp_type_pass_back | 0.030 | 0.003 | -0.004 | 0.004 | -0.013 | 0.019 | 0.022 | 0.036 | 0.098 | 1.000 | 0.296 | -0.013 | -0.003 | -0.002 | 0.076 | -0.086 | 0.536 | 0.178 | -0.001 | -0.030 | 0.033 | 0.052 | 0.131 | 0.210 | 0.062 | 0.113 | 0.117 | 0.080 | 0.131 | 0.056 | 0.119 | 0.189 | 0.139 | 0.106 | 0.292 | 0.194 | 0.189 |
| tp_type_pass_front | 0.027 | -0.000 | 0.006 | 0.034 | 0.007 | 0.013 | 0.089 | 0.036 | 0.163 | 0.296 | 1.000 | -0.020 | 0.018 | -0.003 | 0.067 | -0.126 | 0.528 | 0.302 | 0.060 | -0.101 | 0.006 | 0.081 | 0.118 | 0.067 | 0.073 | 0.194 | 0.066 | 0.090 | 0.100 | 0.071 | 0.143 | 0.158 | 0.175 | 0.157 | 0.391 | 0.284 | 0.276 |
| tp_type_bike | 0.014 | 0.015 | -0.010 | 0.019 | 0.002 | 0.003 | -0.003 | 0.009 | -0.088 | -0.013 | -0.020 | 1.000 | -0.002 | -0.001 | -0.001 | -0.055 | 0.040 | 0.033 | 0.018 | -0.059 | -0.015 | 0.011 | -0.004 | 0.005 | 0.011 | 0.014 | -0.000 | -0.001 | 0.005 | 0.013 | -0.010 | 0.016 | -0.006 | 0.056 | 0.083 | 0.078 | 0.073 |
| tp_type_cyclist | 0.015 | 0.017 | 0.021 | -0.001 | 0.001 | -0.003 | 0.001 | -0.003 | -0.017 | -0.003 | 0.018 | -0.002 | 1.000 | -0.000 | -0.005 | -0.015 | 0.026 | 0.013 | -0.001 | -0.027 | -0.012 | -0.004 | 0.056 | -0.002 | -0.003 | -0.004 | -0.004 | -0.002 | -0.006 | 0.011 | 0.014 | -0.005 | -0.005 | -0.003 | -0.003 | 0.003 | 0.003 |
| tp_type_pedestrian | 0.019 | -0.002 | 0.000 | 0.005 | 0.000 | 0.006 | 0.021 | -0.002 | 0.028 | -0.002 | -0.003 | -0.001 | -0.000 | 1.000 | -0.002 | -0.008 | -0.005 | 0.072 | -0.001 | 0.022 | 0.007 | -0.002 | -0.002 | -0.001 | -0.002 | -0.002 | -0.002 | -0.001 | -0.003 | -0.003 | -0.002 | 0.094 | -0.002 | 0.013 | 0.046 | 0.022 | 0.021 |
| tp_type_other | -0.082 | -0.010 | -0.008 | -0.006 | -0.046 | -0.000 | 0.057 | 0.020 | -0.027 | 0.076 | 0.067 | -0.001 | -0.005 | -0.002 | 1.000 | -0.136 | 0.189 | 0.090 | 0.073 | 0.312 | 0.147 | 0.034 | 0.080 | 0.047 | 0.014 | 0.110 | 0.058 | 0.061 | 0.076 | 0.077 | 0.084 | 0.087 | 0.086 | 0.200 | 0.282 | 0.211 | 0.195 |
| tp_type_nk | -0.628 | -0.035 | -0.014 | -0.011 | -0.008 | -0.238 | -0.021 | -0.070 | -0.749 | -0.086 | -0.126 | -0.055 | -0.015 | -0.008 | -0.136 | 1.000 | -0.237 | -0.132 | -0.034 | 0.288 | -0.015 | -0.006 | -0.012 | -0.001 | -0.016 | -0.036 | 0.001 | -0.015 | 0.019 | 0.042 | -0.037 | -0.020 | -0.018 | -0.075 | -0.213 | -0.198 | -0.197 |
| tp_injury_whiplash | 0.041 | 0.011 | -0.002 | 0.049 | -0.018 | 0.032 | 0.113 | 0.243 | 0.271 | 0.536 | 0.528 | 0.040 | 0.026 | -0.005 | 0.189 | -0.237 | 1.000 | 0.109 | 0.008 | -0.338 | -0.019 | 0.061 | 0.135 | 0.142 | 0.105 | 0.232 | 0.100 | 0.102 | 0.144 | 0.082 | 0.185 | 0.228 | 0.213 | 0.127 | 0.500 | 0.406 | 0.410 |
| tp_injury_traumatic | 0.077 | -0.009 | -0.004 | 0.022 | 0.007 | 0.015 | 0.177 | 0.193 | 0.174 | 0.178 | 0.302 | 0.033 | 0.013 | 0.072 | 0.090 | -0.132 | 0.109 | 1.000 | 0.085 | -0.161 | 0.023 | 0.070 | 0.122 | 0.031 | 0.067 | 0.077 | 0.038 | 0.043 | 0.154 | 0.034 | 0.082 | 0.077 | 0.131 | 0.253 | 0.352 | 0.247 | 0.224 |
| tp_injury_fatality | 0.002 | 0.019 | -0.017 | 0.006 | 0.002 | -0.008 | 0.031 | 0.131 | 0.032 | -0.001 | 0.060 | 0.018 | -0.001 | -0.001 | 0.073 | -0.034 | 0.008 | 0.085 | 1.000 | -0.006 | 0.048 | 0.141 | -0.003 | -0.006 | 0.002 | 0.036 | -0.009 | 0.005 | 0.033 | 0.003 | -0.010 | 0.028 | 0.004 | 0.193 | 0.110 | 0.081 | 0.055 |
| tp_injury_unclear | -0.086 | -0.062 | -0.010 | 0.012 | -0.071 | -0.016 | 0.035 | 0.141 | 0.009 | -0.030 | -0.101 | -0.059 | -0.027 | 0.022 | 0.312 | 0.288 | -0.338 | -0.161 | -0.006 | 1.000 | 0.422 | 0.018 | 0.013 | 0.016 | -0.028 | -0.017 | 0.016 | 0.004 | 0.022 | 0.030 | 0.003 | -0.005 | 0.001 | 0.026 | -0.135 | -0.175 | -0.189 |
| tp_injury_nk | 0.155 | -0.001 | -0.007 | 0.002 | -0.017 | 0.052 | 0.068 | 0.189 | 0.188 | 0.033 | 0.006 | -0.015 | -0.012 | 0.007 | 0.147 | -0.015 | -0.019 | 0.023 | 0.048 | 0.422 | 1.000 | -0.094 | -0.088 | -0.043 | -0.067 | -0.106 | -0.096 | -0.054 | -0.162 | -0.171 | -0.086 | -0.107 | -0.121 | 0.046 | -0.053 | -0.080 | -0.088 |
| tp_region_eastang | -0.032 | -0.011 | 0.026 | 0.018 | 0.005 | 0.000 | 0.029 | 0.064 | 0.030 | 0.052 | 0.081 | 0.011 | -0.004 | -0.002 | 0.034 | -0.006 | 0.061 | 0.070 | 0.141 | 0.018 | -0.094 | 1.000 | -0.022 | -0.011 | -0.022 | -0.031 | -0.017 | -0.017 | -0.038 | -0.043 | -0.030 | -0.031 | -0.031 | 0.071 | 0.102 | 0.075 | 0.067 |
| tp_region_eastmid | -0.021 | 0.006 | -0.002 | 0.011 | 0.005 | -0.009 | 0.056 | 0.032 | 0.049 | 0.131 | 0.118 | -0.004 | 0.056 | -0.002 | 0.080 | -0.012 | 0.135 | 0.122 | -0.003 | 0.013 | -0.088 | -0.022 | 1.000 | -0.016 | -0.024 | -0.019 | -0.024 | -0.019 | -0.043 | -0.047 | -0.024 | -0.018 | -0.018 | 0.057 | 0.079 | 0.046 | 0.041 |
| tp_region_london | 0.004 | 0.028 | -0.003 | 0.008 | 0.003 | -0.002 | 0.005 | 0.058 | 0.010 | 0.210 | 0.067 | 0.005 | -0.002 | -0.001 | 0.047 | -0.001 | 0.142 | 0.031 | -0.006 | 0.016 | -0.043 | -0.011 | -0.016 | 1.000 | -0.013 | -0.017 | 0.008 | -0.007 | -0.005 | -0.027 | -0.014 | -0.021 | -0.017 | 0.017 | 0.081 | 0.048 | 0.048 |
| tp_region_north | -0.010 | -0.004 | -0.005 | 0.025 | 0.004 | -0.004 | 0.046 | 0.029 | 0.039 | 0.062 | 0.073 | 0.011 | -0.003 | -0.002 | 0.014 | -0.016 | 0.105 | 0.067 | 0.002 | -0.028 | -0.067 | -0.022 | -0.024 | -0.013 | 1.000 | -0.022 | -0.021 | -0.004 | -0.037 | -0.034 | -0.024 | -0.022 | -0.019 | 0.043 | 0.076 | 0.065 | 0.064 |
| tp_region_northw | -0.015 | -0.019 | -0.008 | 0.021 | 0.005 | 0.015 | 0.033 | 0.077 | 0.072 | 0.113 | 0.194 | 0.014 | -0.004 | -0.002 | 0.110 | -0.036 | 0.232 | 0.077 | 0.036 | -0.017 | -0.106 | -0.031 | -0.019 | -0.017 | -0.022 | 1.000 | -0.019 | -0.020 | -0.050 | -0.050 | -0.032 | -0.038 | -0.021 | 0.040 | 0.184 | 0.121 | 0.123 |
| tp_region_outerldn | -0.011 | -0.016 | -0.002 | -0.002 | 0.004 | -0.000 | 0.030 | -0.003 | 0.035 | 0.117 | 0.066 | -0.000 | -0.004 | -0.002 | 0.058 | 0.001 | 0.100 | 0.038 | -0.009 | 0.016 | -0.096 | -0.017 | -0.024 | 0.008 | -0.021 | -0.019 | 1.000 | -0.017 | -0.028 | -0.036 | -0.029 | -0.025 | -0.027 | 0.024 | 0.105 | 0.069 | 0.068 |
| tp_region_scotland | 0.005 | -0.007 | -0.015 | 0.001 | 0.003 | 0.004 | 0.063 | 0.043 | 0.017 | 0.080 | 0.090 | -0.001 | -0.002 | -0.001 | 0.061 | -0.015 | 0.102 | 0.043 | 0.005 | 0.004 | -0.054 | -0.017 | -0.019 | -0.007 | -0.004 | -0.020 | -0.017 | 1.000 | -0.028 | -0.028 | -0.017 | -0.014 | -0.023 | 0.040 | 0.118 | 0.084 | 0.081 |
| tp_region_southe | -0.070 | -0.005 | -0.011 | 0.005 | -0.026 | -0.026 | 0.028 | 0.102 | 0.022 | 0.131 | 0.100 | 0.005 | -0.006 | -0.003 | 0.076 | 0.019 | 0.144 | 0.154 | 0.033 | 0.022 | -0.162 | -0.038 | -0.043 | -0.005 | -0.037 | -0.050 | -0.028 | -0.028 | 1.000 | -0.071 | -0.039 | -0.053 | -0.057 | 0.103 | 0.115 | 0.099 | 0.092 |
| tp_region_southw | -0.084 | -0.024 | 0.002 | 0.021 | -0.006 | -0.010 | 0.002 | 0.005 | -0.025 | 0.056 | 0.071 | 0.013 | 0.011 | -0.003 | 0.077 | 0.042 | 0.082 | 0.034 | 0.003 | 0.030 | -0.171 | -0.043 | -0.047 | -0.027 | -0.034 | -0.050 | -0.036 | -0.028 | -0.071 | 1.000 | -0.045 | -0.043 | -0.049 | 0.034 | 0.058 | 0.067 | 0.063 |
| tp_region_wales | -0.019 | -0.010 | -0.016 | 0.014 | -0.114 | -0.003 | 0.035 | 0.088 | 0.046 | 0.119 | 0.143 | -0.010 | 0.014 | -0.002 | 0.084 | -0.037 | 0.185 | 0.082 | -0.010 | 0.003 | -0.086 | -0.030 | -0.024 | -0.014 | -0.024 | -0.032 | -0.029 | -0.017 | -0.039 | -0.045 | 1.000 | -0.037 | -0.033 | 0.039 | 0.111 | 0.108 | 0.108 |
| tp_region_westmid | -0.003 | -0.011 | 0.023 | 0.013 | 0.006 | 0.012 | 0.025 | 0.026 | 0.068 | 0.189 | 0.158 | 0.016 | -0.005 | 0.094 | 0.087 | -0.020 | 0.228 | 0.077 | 0.028 | -0.005 | -0.107 | -0.031 | -0.018 | -0.021 | -0.022 | -0.038 | -0.025 | -0.014 | -0.053 | -0.043 | -0.037 | 1.000 | -0.037 | 0.060 | 0.174 | 0.120 | 0.117 |
| tp_region_yorkshire | -0.023 | -0.014 | -0.012 | 0.012 | 0.006 | -0.023 | 0.048 | 0.118 | 0.047 | 0.139 | 0.175 | -0.006 | -0.005 | -0.002 | 0.086 | -0.018 | 0.213 | 0.131 | 0.004 | 0.001 | -0.121 | -0.031 | -0.018 | -0.017 | -0.019 | -0.021 | -0.027 | -0.023 | -0.057 | -0.049 | -0.033 | -0.037 | 1.000 | 0.079 | 0.192 | 0.131 | 0.126 |
| incurred | -0.017 | 0.004 | 0.008 | 0.008 | 0.005 | -0.001 | 0.096 | 0.066 | 0.099 | 0.106 | 0.157 | 0.056 | -0.003 | 0.013 | 0.200 | -0.075 | 0.127 | 0.253 | 0.193 | 0.026 | 0.046 | 0.071 | 0.057 | 0.017 | 0.043 | 0.040 | 0.024 | 0.040 | 0.103 | 0.034 | 0.039 | 0.060 | 0.079 | 1.000 | 0.480 | 0.368 | 0.281 |
| capped_incurred | -0.002 | -0.014 | -0.002 | 0.026 | 0.014 | 0.010 | 0.153 | 0.100 | 0.268 | 0.292 | 0.391 | 0.083 | -0.003 | 0.046 | 0.282 | -0.213 | 0.500 | 0.352 | 0.110 | -0.135 | -0.053 | 0.102 | 0.079 | 0.081 | 0.076 | 0.184 | 0.105 | 0.118 | 0.115 | 0.058 | 0.111 | 0.174 | 0.192 | 0.480 | 1.000 | 0.763 | 0.735 |
| incurred_log | 0.001 | -0.020 | -0.012 | 0.003 | 0.015 | 0.026 | 0.041 | 0.058 | 0.220 | 0.194 | 0.284 | 0.078 | 0.003 | 0.022 | 0.211 | -0.198 | 0.406 | 0.247 | 0.081 | -0.175 | -0.080 | 0.075 | 0.046 | 0.048 | 0.065 | 0.121 | 0.069 | 0.084 | 0.099 | 0.067 | 0.108 | 0.120 | 0.131 | 0.368 | 0.763 | 1.000 | 0.995 |
| capped_incurred_log | 0.003 | -0.022 | -0.013 | 0.004 | 0.015 | 0.028 | 0.031 | 0.049 | 0.218 | 0.189 | 0.276 | 0.073 | 0.003 | 0.021 | 0.195 | -0.197 | 0.410 | 0.224 | 0.055 | -0.189 | -0.088 | 0.067 | 0.041 | 0.048 | 0.064 | 0.123 | 0.068 | 0.081 | 0.092 | 0.063 | 0.108 | 0.117 | 0.126 | 0.281 | 0.735 | 0.995 | 1.000 |
| claim_number | notification_period | inception_to_loss | time_hour | vechile_registration_present | incident_details_present | injury_details_present | tp_type_insd_pass_back | tp_type_driver | tp_type_pass_back | tp_type_pass_front | tp_type_bike | tp_type_cyclist | tp_type_pedestrian | tp_type_other | tp_type_nk | tp_injury_whiplash | tp_injury_traumatic | tp_injury_fatality | tp_injury_unclear | tp_injury_nk | tp_region_eastang | tp_region_eastmid | tp_region_london | tp_region_north | tp_region_northw | tp_region_outerldn | tp_region_scotland | tp_region_southe | tp_region_southw | tp_region_wales | tp_region_westmid | tp_region_yorkshire | incurred | capped_incurred | incurred_log | capped_incurred_log | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| claim_number | 1.000 | -0.058 | 0.029 | -0.003 | 0.011 | 0.222 | -0.022 | 0.027 | 0.646 | 0.038 | 0.033 | 0.014 | 0.015 | 0.019 | -0.062 | -0.654 | 0.055 | 0.083 | -0.000 | -0.084 | 0.170 | -0.033 | -0.027 | -0.011 | -0.015 | -0.014 | -0.015 | -0.006 | -0.087 | -0.096 | -0.029 | -0.002 | -0.038 | 0.003 | 0.003 | 0.002 | 0.002 |
| notification_period | -0.058 | 1.000 | -0.011 | 0.184 | -0.026 | -0.041 | 0.012 | 0.042 | -0.052 | 0.047 | 0.049 | 0.004 | 0.000 | 0.011 | 0.033 | 0.030 | 0.042 | 0.050 | 0.054 | -0.027 | 0.032 | -0.009 | 0.010 | 0.014 | 0.004 | 0.007 | -0.012 | 0.015 | -0.029 | -0.025 | 0.043 | -0.015 | -0.013 | -0.007 | -0.007 | -0.007 | -0.008 |
| inception_to_loss | 0.029 | -0.011 | 1.000 | -0.008 | 0.011 | 0.013 | -0.013 | -0.024 | 0.014 | -0.001 | 0.009 | -0.012 | 0.021 | 0.001 | -0.004 | -0.014 | -0.012 | -0.005 | -0.017 | -0.001 | 0.001 | 0.023 | 0.000 | 0.002 | -0.006 | -0.012 | -0.010 | -0.010 | -0.011 | 0.008 | -0.014 | 0.017 | -0.016 | -0.014 | -0.014 | -0.015 | -0.015 |
| time_hour | -0.003 | 0.184 | -0.008 | 1.000 | -0.010 | 0.016 | 0.095 | 0.057 | 0.017 | 0.016 | 0.042 | 0.019 | -0.002 | 0.005 | -0.010 | -0.020 | 0.051 | 0.035 | 0.009 | -0.009 | -0.010 | -0.002 | 0.018 | 0.009 | 0.020 | 0.022 | -0.000 | 0.003 | -0.001 | 0.009 | 0.007 | 0.006 | 0.013 | 0.010 | 0.010 | 0.009 | 0.009 |
| vechile_registration_present | 0.011 | -0.026 | 0.011 | -0.010 | 1.000 | -0.014 | 0.004 | 0.004 | 0.011 | -0.022 | 0.007 | 0.002 | 0.001 | 0.000 | -0.014 | -0.010 | -0.001 | 0.007 | 0.002 | -0.026 | -0.011 | 0.005 | 0.006 | 0.004 | 0.004 | 0.006 | 0.005 | 0.003 | -0.024 | -0.009 | -0.041 | 0.007 | 0.007 | 0.011 | 0.011 | 0.011 | 0.011 |
| incident_details_present | 0.222 | -0.041 | 0.013 | 0.016 | -0.014 | 1.000 | 0.098 | 0.029 | 0.238 | 0.015 | 0.013 | 0.005 | -0.003 | 0.006 | 0.003 | -0.244 | 0.034 | 0.018 | -0.011 | -0.019 | 0.050 | -0.006 | -0.015 | -0.019 | -0.011 | 0.018 | -0.004 | -0.001 | -0.031 | -0.013 | -0.010 | 0.019 | -0.022 | 0.023 | 0.023 | 0.022 | 0.022 |
| injury_details_present | -0.022 | 0.012 | -0.013 | 0.095 | 0.004 | 0.098 | 1.000 | 0.144 | 0.068 | 0.033 | 0.087 | -0.002 | 0.001 | 0.021 | 0.062 | -0.032 | 0.135 | 0.186 | 0.037 | 0.020 | 0.034 | 0.010 | 0.048 | 0.008 | 0.039 | 0.041 | 0.014 | 0.057 | 0.019 | -0.012 | 0.037 | 0.020 | 0.039 | 0.047 | 0.047 | 0.047 | 0.047 |
| tp_type_insd_pass_back | 0.027 | 0.042 | -0.024 | 0.057 | 0.004 | 0.029 | 0.144 | 1.000 | 0.069 | 0.060 | 0.048 | 0.010 | -0.003 | -0.002 | 0.035 | -0.081 | 0.193 | 0.175 | 0.087 | 0.084 | 0.098 | 0.037 | 0.022 | 0.011 | 0.023 | 0.033 | 0.001 | 0.027 | 0.025 | -0.001 | 0.046 | 0.017 | 0.063 | 0.047 | 0.047 | 0.047 | 0.047 |
| tp_type_driver | 0.646 | -0.052 | 0.014 | 0.017 | 0.011 | 0.238 | 0.068 | 0.069 | 1.000 | 0.111 | 0.168 | -0.093 | -0.017 | 0.022 | -0.011 | -0.823 | 0.307 | 0.177 | 0.031 | -0.073 | 0.147 | 0.010 | 0.025 | 0.003 | 0.024 | 0.060 | 0.017 | 0.008 | -0.025 | -0.052 | 0.026 | 0.052 | 0.016 | 0.226 | 0.226 | 0.225 | 0.225 |
| tp_type_pass_back | 0.038 | 0.047 | -0.001 | 0.016 | -0.022 | 0.015 | 0.033 | 0.060 | 0.111 | 1.000 | 0.347 | -0.015 | -0.004 | -0.002 | 0.081 | -0.107 | 0.360 | 0.169 | 0.003 | -0.080 | -0.020 | 0.031 | 0.037 | 0.070 | 0.034 | 0.086 | 0.042 | 0.010 | 0.039 | 0.010 | 0.041 | 0.056 | 0.070 | 0.224 | 0.224 | 0.224 | 0.224 |
| tp_type_pass_front | 0.033 | 0.049 | 0.009 | 0.042 | 0.007 | 0.013 | 0.087 | 0.048 | 0.168 | 0.347 | 1.000 | -0.020 | 0.019 | -0.003 | 0.086 | -0.136 | 0.435 | 0.260 | 0.054 | -0.151 | -0.042 | 0.029 | 0.051 | 0.037 | 0.044 | 0.123 | 0.021 | 0.058 | 0.029 | 0.018 | 0.066 | 0.084 | 0.083 | 0.299 | 0.299 | 0.299 | 0.299 |
| tp_type_bike | 0.014 | 0.004 | -0.012 | 0.019 | 0.002 | 0.005 | -0.002 | 0.010 | -0.093 | -0.015 | -0.020 | 1.000 | -0.002 | -0.001 | 0.006 | -0.059 | 0.060 | 0.042 | 0.022 | -0.071 | -0.023 | 0.020 | -0.001 | 0.014 | 0.009 | 0.010 | 0.003 | 0.002 | 0.010 | 0.022 | -0.010 | 0.013 | -0.002 | 0.076 | 0.076 | 0.076 | 0.076 |
| tp_type_cyclist | 0.015 | 0.000 | 0.021 | -0.002 | 0.001 | -0.003 | 0.001 | -0.003 | -0.017 | -0.004 | 0.019 | -0.002 | 1.000 | -0.000 | -0.006 | -0.016 | 0.033 | 0.018 | -0.001 | -0.031 | -0.013 | -0.004 | 0.025 | -0.003 | -0.003 | -0.005 | -0.004 | -0.003 | -0.007 | 0.014 | 0.023 | -0.006 | -0.006 | 0.002 | 0.002 | 0.002 | 0.002 |
| tp_type_pedestrian | 0.019 | 0.011 | 0.001 | 0.005 | 0.000 | 0.006 | 0.021 | -0.002 | 0.022 | -0.002 | -0.003 | -0.001 | -0.000 | 1.000 | -0.003 | -0.008 | -0.005 | 0.047 | -0.001 | 0.024 | 0.009 | -0.002 | -0.002 | -0.001 | -0.002 | -0.003 | -0.002 | -0.001 | -0.004 | -0.003 | -0.002 | 0.049 | -0.003 | 0.022 | 0.022 | 0.022 | 0.022 |
| tp_type_other | -0.062 | 0.033 | -0.004 | -0.010 | -0.014 | 0.003 | 0.062 | 0.035 | -0.011 | 0.081 | 0.086 | 0.006 | -0.006 | -0.003 | 1.000 | -0.164 | 0.199 | 0.115 | 0.055 | 0.200 | 0.079 | 0.017 | 0.058 | 0.014 | 0.030 | 0.049 | 0.020 | 0.048 | 0.056 | 0.017 | 0.051 | 0.029 | 0.072 | 0.218 | 0.218 | 0.218 | 0.218 |
| tp_type_nk | -0.654 | 0.030 | -0.014 | -0.020 | -0.010 | -0.244 | -0.032 | -0.081 | -0.823 | -0.107 | -0.136 | -0.059 | -0.016 | -0.008 | -0.164 | 1.000 | -0.296 | -0.153 | -0.036 | 0.285 | -0.033 | 0.003 | -0.005 | 0.002 | -0.012 | -0.037 | 0.010 | -0.006 | 0.039 | 0.060 | -0.020 | -0.019 | -0.002 | -0.224 | -0.224 | -0.223 | -0.223 |
| tp_injury_whiplash | 0.055 | 0.042 | -0.012 | 0.051 | -0.001 | 0.034 | 0.135 | 0.193 | 0.307 | 0.360 | 0.435 | 0.060 | 0.033 | -0.005 | 0.199 | -0.296 | 1.000 | 0.102 | 0.016 | -0.483 | -0.133 | 0.034 | 0.079 | 0.059 | 0.074 | 0.155 | 0.062 | 0.066 | 0.086 | 0.055 | 0.110 | 0.118 | 0.111 | 0.490 | 0.491 | 0.490 | 0.491 |
| tp_injury_traumatic | 0.083 | 0.050 | -0.005 | 0.035 | 0.007 | 0.018 | 0.186 | 0.175 | 0.177 | 0.169 | 0.260 | 0.042 | 0.018 | 0.047 | 0.115 | -0.153 | 0.102 | 1.000 | 0.078 | -0.229 | -0.034 | 0.046 | 0.060 | 0.039 | 0.059 | 0.054 | 0.024 | 0.021 | 0.064 | 0.007 | 0.050 | 0.041 | 0.072 | 0.246 | 0.246 | 0.246 | 0.246 |
| tp_injury_fatality | -0.000 | 0.054 | -0.017 | 0.009 | 0.002 | -0.011 | 0.037 | 0.087 | 0.031 | 0.003 | 0.054 | 0.022 | -0.001 | -0.001 | 0.055 | -0.036 | 0.016 | 0.078 | 1.000 | -0.017 | 0.042 | 0.054 | -0.001 | -0.007 | 0.007 | 0.009 | -0.010 | 0.011 | -0.010 | -0.008 | -0.012 | 0.035 | -0.005 | 0.053 | 0.052 | 0.053 | 0.052 |
| tp_injury_unclear | -0.084 | -0.027 | -0.001 | -0.009 | -0.026 | -0.019 | 0.020 | 0.084 | -0.073 | -0.080 | -0.151 | -0.071 | -0.031 | 0.024 | 0.200 | 0.285 | -0.483 | -0.229 | -0.017 | 1.000 | 0.381 | 0.008 | -0.007 | -0.016 | -0.036 | -0.066 | 0.007 | -0.001 | -0.017 | -0.007 | -0.046 | -0.027 | -0.022 | -0.279 | -0.279 | -0.278 | -0.279 |
| tp_injury_nk | 0.170 | 0.032 | 0.001 | -0.010 | -0.011 | 0.050 | 0.034 | 0.098 | 0.147 | -0.020 | -0.042 | -0.023 | -0.013 | 0.009 | 0.079 | -0.033 | -0.133 | -0.034 | 0.042 | 0.381 | 1.000 | -0.130 | -0.139 | -0.094 | -0.095 | -0.148 | -0.126 | -0.083 | -0.250 | -0.236 | -0.140 | -0.165 | -0.176 | -0.141 | -0.141 | -0.141 | -0.141 |
| tp_region_eastang | -0.033 | -0.009 | 0.023 | -0.002 | 0.005 | -0.006 | 0.010 | 0.037 | 0.010 | 0.031 | 0.029 | 0.020 | -0.004 | -0.002 | 0.017 | 0.003 | 0.034 | 0.046 | 0.054 | 0.008 | -0.130 | 1.000 | -0.029 | -0.012 | -0.027 | -0.041 | -0.023 | -0.023 | -0.048 | -0.053 | -0.039 | -0.041 | -0.039 | 0.054 | 0.054 | 0.054 | 0.054 |
| tp_region_eastmid | -0.027 | 0.010 | 0.000 | 0.018 | 0.006 | -0.015 | 0.048 | 0.022 | 0.025 | 0.037 | 0.051 | -0.001 | 0.025 | -0.002 | 0.058 | -0.005 | 0.079 | 0.060 | -0.001 | -0.007 | -0.139 | -0.029 | 1.000 | -0.021 | -0.030 | -0.030 | -0.032 | -0.026 | -0.061 | -0.059 | -0.040 | -0.024 | -0.032 | 0.035 | 0.035 | 0.035 | 0.034 |
| tp_region_london | -0.011 | 0.014 | 0.002 | 0.009 | 0.004 | -0.019 | 0.008 | 0.011 | 0.003 | 0.070 | 0.037 | 0.014 | -0.003 | -0.001 | 0.014 | 0.002 | 0.059 | 0.039 | -0.007 | -0.016 | -0.094 | -0.012 | -0.021 | 1.000 | -0.019 | -0.024 | 0.008 | -0.008 | -0.013 | -0.037 | -0.022 | -0.031 | -0.024 | 0.035 | 0.035 | 0.035 | 0.035 |
| tp_region_north | -0.015 | 0.004 | -0.006 | 0.020 | 0.004 | -0.011 | 0.039 | 0.023 | 0.024 | 0.034 | 0.044 | 0.009 | -0.003 | -0.002 | 0.030 | -0.012 | 0.074 | 0.059 | 0.007 | -0.036 | -0.095 | -0.027 | -0.030 | -0.019 | 1.000 | -0.025 | -0.026 | 0.004 | -0.047 | -0.039 | -0.031 | -0.032 | -0.018 | 0.054 | 0.055 | 0.054 | 0.054 |
| tp_region_northw | -0.014 | 0.007 | -0.012 | 0.022 | 0.006 | 0.018 | 0.041 | 0.033 | 0.060 | 0.086 | 0.123 | 0.010 | -0.005 | -0.003 | 0.049 | -0.037 | 0.155 | 0.054 | 0.009 | -0.066 | -0.148 | -0.041 | -0.030 | -0.024 | -0.025 | 1.000 | -0.036 | -0.028 | -0.066 | -0.063 | -0.042 | -0.049 | -0.041 | 0.106 | 0.106 | 0.107 | 0.107 |
| tp_region_outerldn | -0.015 | -0.012 | -0.010 | -0.000 | 0.005 | -0.004 | 0.014 | 0.001 | 0.017 | 0.042 | 0.021 | 0.003 | -0.004 | -0.002 | 0.020 | 0.010 | 0.062 | 0.024 | -0.010 | 0.007 | -0.126 | -0.023 | -0.032 | 0.008 | -0.026 | -0.036 | 1.000 | -0.022 | -0.034 | -0.040 | -0.038 | -0.033 | -0.038 | 0.054 | 0.054 | 0.054 | 0.054 |
| tp_region_scotland | -0.006 | 0.015 | -0.010 | 0.003 | 0.003 | -0.001 | 0.057 | 0.027 | 0.008 | 0.010 | 0.058 | 0.002 | -0.003 | -0.001 | 0.048 | -0.006 | 0.066 | 0.021 | 0.011 | -0.001 | -0.083 | -0.023 | -0.026 | -0.008 | 0.004 | -0.028 | -0.022 | 1.000 | -0.037 | -0.036 | -0.021 | -0.025 | -0.031 | 0.073 | 0.074 | 0.073 | 0.073 |
| tp_region_southe | -0.087 | -0.029 | -0.011 | -0.001 | -0.024 | -0.031 | 0.019 | 0.025 | -0.025 | 0.039 | 0.029 | 0.010 | -0.007 | -0.004 | 0.056 | 0.039 | 0.086 | 0.064 | -0.010 | -0.017 | -0.250 | -0.048 | -0.061 | -0.013 | -0.047 | -0.066 | -0.034 | -0.037 | 1.000 | -0.089 | -0.060 | -0.074 | -0.077 | 0.068 | 0.068 | 0.068 | 0.068 |
| tp_region_southw | -0.096 | -0.025 | 0.008 | 0.009 | -0.009 | -0.013 | -0.012 | -0.001 | -0.052 | 0.010 | 0.018 | 0.022 | 0.014 | -0.003 | 0.017 | 0.060 | 0.055 | 0.007 | -0.008 | -0.007 | -0.236 | -0.053 | -0.059 | -0.037 | -0.039 | -0.063 | -0.040 | -0.036 | -0.089 | 1.000 | -0.060 | -0.062 | -0.061 | 0.045 | 0.044 | 0.044 | 0.044 |
| tp_region_wales | -0.029 | 0.043 | -0.014 | 0.007 | -0.041 | -0.010 | 0.037 | 0.046 | 0.026 | 0.041 | 0.066 | -0.010 | 0.023 | -0.002 | 0.051 | -0.020 | 0.110 | 0.050 | -0.012 | -0.046 | -0.140 | -0.039 | -0.040 | -0.022 | -0.031 | -0.042 | -0.038 | -0.021 | -0.060 | -0.060 | 1.000 | -0.049 | -0.046 | 0.090 | 0.090 | 0.090 | 0.090 |
| tp_region_westmid | -0.002 | -0.015 | 0.017 | 0.006 | 0.007 | 0.019 | 0.020 | 0.017 | 0.052 | 0.056 | 0.084 | 0.013 | -0.006 | 0.049 | 0.029 | -0.019 | 0.118 | 0.041 | 0.035 | -0.027 | -0.165 | -0.041 | -0.024 | -0.031 | -0.032 | -0.049 | -0.033 | -0.025 | -0.074 | -0.062 | -0.049 | 1.000 | -0.054 | 0.086 | 0.086 | 0.087 | 0.087 |
| tp_region_yorkshire | -0.038 | -0.013 | -0.016 | 0.013 | 0.007 | -0.022 | 0.039 | 0.063 | 0.016 | 0.070 | 0.083 | -0.002 | -0.006 | -0.003 | 0.072 | -0.002 | 0.111 | 0.072 | -0.005 | -0.022 | -0.176 | -0.039 | -0.032 | -0.024 | -0.018 | -0.041 | -0.038 | -0.031 | -0.077 | -0.061 | -0.046 | -0.054 | 1.000 | 0.103 | 0.103 | 0.103 | 0.103 |
| incurred | 0.003 | -0.007 | -0.014 | 0.010 | 0.011 | 0.023 | 0.047 | 0.047 | 0.226 | 0.224 | 0.299 | 0.076 | 0.002 | 0.022 | 0.218 | -0.224 | 0.490 | 0.246 | 0.053 | -0.279 | -0.141 | 0.054 | 0.035 | 0.035 | 0.054 | 0.106 | 0.054 | 0.073 | 0.068 | 0.045 | 0.090 | 0.086 | 0.103 | 1.000 | 1.000 | 1.000 | 1.000 |
| capped_incurred | 0.003 | -0.007 | -0.014 | 0.010 | 0.011 | 0.023 | 0.047 | 0.047 | 0.226 | 0.224 | 0.299 | 0.076 | 0.002 | 0.022 | 0.218 | -0.224 | 0.491 | 0.246 | 0.052 | -0.279 | -0.141 | 0.054 | 0.035 | 0.035 | 0.055 | 0.106 | 0.054 | 0.074 | 0.068 | 0.044 | 0.090 | 0.086 | 0.103 | 1.000 | 1.000 | 1.000 | 1.000 |
| incurred_log | 0.002 | -0.007 | -0.015 | 0.009 | 0.011 | 0.022 | 0.047 | 0.047 | 0.225 | 0.224 | 0.299 | 0.076 | 0.002 | 0.022 | 0.218 | -0.223 | 0.490 | 0.246 | 0.053 | -0.278 | -0.141 | 0.054 | 0.035 | 0.035 | 0.054 | 0.107 | 0.054 | 0.073 | 0.068 | 0.044 | 0.090 | 0.087 | 0.103 | 1.000 | 1.000 | 1.000 | 1.000 |
| capped_incurred_log | 0.002 | -0.008 | -0.015 | 0.009 | 0.011 | 0.022 | 0.047 | 0.047 | 0.225 | 0.224 | 0.299 | 0.076 | 0.002 | 0.022 | 0.218 | -0.223 | 0.491 | 0.246 | 0.052 | -0.279 | -0.141 | 0.054 | 0.034 | 0.035 | 0.054 | 0.107 | 0.054 | 0.073 | 0.068 | 0.044 | 0.090 | 0.087 | 0.103 | 1.000 | 1.000 | 1.000 | 1.000 |
| claim_number | notification_period | inception_to_loss | time_hour | vechile_registration_present | incident_details_present | injury_details_present | tp_type_insd_pass_back | tp_type_driver | tp_type_pass_back | tp_type_pass_front | tp_type_bike | tp_type_cyclist | tp_type_pedestrian | tp_type_other | tp_type_nk | tp_injury_whiplash | tp_injury_traumatic | tp_injury_fatality | tp_injury_unclear | tp_injury_nk | tp_region_eastang | tp_region_eastmid | tp_region_london | tp_region_north | tp_region_northw | tp_region_outerldn | tp_region_scotland | tp_region_southe | tp_region_southw | tp_region_wales | tp_region_westmid | tp_region_yorkshire | incurred | capped_incurred | incurred_log | capped_incurred_log | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| claim_number | 1.000 | -0.043 | 0.019 | -0.002 | 0.009 | 0.181 | -0.018 | 0.022 | 0.521 | 0.031 | 0.027 | 0.011 | 0.012 | 0.015 | -0.051 | -0.531 | 0.044 | 0.067 | -0.000 | -0.067 | 0.136 | -0.027 | -0.022 | -0.009 | -0.012 | -0.011 | -0.012 | -0.005 | -0.070 | -0.078 | -0.024 | -0.002 | -0.031 | 0.001 | 0.001 | 0.000 | 0.000 |
| notification_period | -0.043 | 1.000 | -0.008 | 0.147 | -0.024 | -0.038 | 0.011 | 0.038 | -0.047 | 0.043 | 0.045 | 0.003 | 0.000 | 0.010 | 0.030 | 0.027 | 0.037 | 0.045 | 0.049 | -0.024 | 0.028 | -0.008 | 0.009 | 0.013 | 0.004 | 0.007 | -0.011 | 0.013 | -0.026 | -0.022 | 0.039 | -0.013 | -0.012 | -0.005 | -0.005 | -0.005 | -0.005 |
| inception_to_loss | 0.019 | -0.008 | 1.000 | -0.006 | 0.009 | 0.011 | -0.010 | -0.020 | 0.011 | -0.001 | 0.007 | -0.009 | 0.017 | 0.001 | -0.004 | -0.011 | -0.010 | -0.004 | -0.014 | -0.001 | 0.001 | 0.019 | 0.000 | 0.001 | -0.005 | -0.009 | -0.009 | -0.008 | -0.009 | 0.007 | -0.011 | 0.014 | -0.013 | -0.010 | -0.010 | -0.010 | -0.010 |
| time_hour | -0.002 | 0.147 | -0.006 | 1.000 | -0.009 | 0.013 | 0.080 | 0.048 | 0.015 | 0.013 | 0.035 | 0.016 | -0.001 | 0.004 | -0.008 | -0.016 | 0.042 | 0.029 | 0.007 | -0.007 | -0.009 | -0.002 | 0.015 | 0.007 | 0.017 | 0.018 | -0.000 | 0.002 | -0.001 | 0.007 | 0.006 | 0.005 | 0.011 | 0.006 | 0.006 | 0.006 | 0.006 |
| vechile_registration_present | 0.009 | -0.024 | 0.009 | -0.009 | 1.000 | -0.014 | 0.004 | 0.004 | 0.011 | -0.022 | 0.007 | 0.002 | 0.001 | 0.000 | -0.014 | -0.010 | -0.001 | 0.007 | 0.002 | -0.025 | -0.011 | 0.005 | 0.006 | 0.004 | 0.004 | 0.006 | 0.005 | 0.003 | -0.024 | -0.009 | -0.040 | 0.007 | 0.007 | 0.009 | 0.009 | 0.009 | 0.009 |
| incident_details_present | 0.181 | -0.038 | 0.011 | 0.013 | -0.014 | 1.000 | 0.098 | 0.029 | 0.235 | 0.015 | 0.013 | 0.005 | -0.003 | 0.006 | 0.003 | -0.242 | 0.033 | 0.018 | -0.011 | -0.019 | 0.049 | -0.006 | -0.015 | -0.019 | -0.011 | 0.018 | -0.004 | -0.001 | -0.031 | -0.013 | -0.010 | 0.019 | -0.022 | 0.019 | 0.019 | 0.018 | 0.018 |
| injury_details_present | -0.018 | 0.011 | -0.010 | 0.080 | 0.004 | 0.098 | 1.000 | 0.144 | 0.067 | 0.033 | 0.087 | -0.002 | 0.001 | 0.021 | 0.062 | -0.032 | 0.132 | 0.185 | 0.037 | 0.020 | 0.034 | 0.010 | 0.048 | 0.008 | 0.039 | 0.040 | 0.014 | 0.057 | 0.019 | -0.012 | 0.037 | 0.020 | 0.039 | 0.038 | 0.038 | 0.038 | 0.038 |
| tp_type_insd_pass_back | 0.022 | 0.038 | -0.020 | 0.048 | 0.004 | 0.029 | 0.144 | 1.000 | 0.068 | 0.060 | 0.048 | 0.010 | -0.003 | -0.002 | 0.035 | -0.080 | 0.189 | 0.174 | 0.086 | 0.081 | 0.096 | 0.036 | 0.022 | 0.011 | 0.023 | 0.033 | 0.001 | 0.026 | 0.025 | -0.001 | 0.046 | 0.017 | 0.062 | 0.038 | 0.038 | 0.038 | 0.038 |
| tp_type_driver | 0.521 | -0.047 | 0.011 | 0.015 | 0.011 | 0.235 | 0.067 | 0.068 | 1.000 | 0.110 | 0.166 | -0.092 | -0.017 | 0.022 | -0.011 | -0.807 | 0.297 | 0.175 | 0.030 | -0.071 | 0.143 | 0.010 | 0.024 | 0.003 | 0.023 | 0.059 | 0.016 | 0.008 | -0.025 | -0.051 | 0.025 | 0.051 | 0.016 | 0.183 | 0.183 | 0.182 | 0.182 |
| tp_type_pass_back | 0.031 | 0.043 | -0.001 | 0.013 | -0.022 | 0.015 | 0.033 | 0.060 | 0.110 | 1.000 | 0.345 | -0.015 | -0.004 | -0.002 | 0.080 | -0.106 | 0.353 | 0.167 | 0.003 | -0.077 | -0.020 | 0.031 | 0.036 | 0.070 | 0.034 | 0.085 | 0.042 | 0.010 | 0.038 | 0.010 | 0.040 | 0.055 | 0.070 | 0.182 | 0.183 | 0.182 | 0.183 |
| tp_type_pass_front | 0.027 | 0.045 | 0.007 | 0.035 | 0.007 | 0.013 | 0.087 | 0.048 | 0.166 | 0.345 | 1.000 | -0.020 | 0.019 | -0.003 | 0.085 | -0.135 | 0.426 | 0.259 | 0.054 | -0.147 | -0.041 | 0.029 | 0.051 | 0.037 | 0.044 | 0.122 | 0.021 | 0.058 | 0.029 | 0.018 | 0.066 | 0.084 | 0.083 | 0.244 | 0.244 | 0.244 | 0.244 |
| tp_type_bike | 0.011 | 0.003 | -0.009 | 0.016 | 0.002 | 0.005 | -0.002 | 0.010 | -0.092 | -0.015 | -0.020 | 1.000 | -0.002 | -0.001 | 0.006 | -0.058 | 0.058 | 0.042 | 0.022 | -0.069 | -0.022 | 0.020 | -0.001 | 0.014 | 0.009 | 0.010 | 0.003 | 0.002 | 0.010 | 0.021 | -0.010 | 0.013 | -0.002 | 0.062 | 0.062 | 0.062 | 0.062 |
| tp_type_cyclist | 0.012 | 0.000 | 0.017 | -0.001 | 0.001 | -0.003 | 0.001 | -0.003 | -0.017 | -0.004 | 0.019 | -0.002 | 1.000 | -0.000 | -0.006 | -0.016 | 0.032 | 0.017 | -0.001 | -0.030 | -0.013 | -0.004 | 0.025 | -0.003 | -0.003 | -0.005 | -0.004 | -0.003 | -0.007 | 0.014 | 0.023 | -0.006 | -0.006 | 0.002 | 0.002 | 0.002 | 0.002 |
| tp_type_pedestrian | 0.015 | 0.010 | 0.001 | 0.004 | 0.000 | 0.006 | 0.021 | -0.002 | 0.022 | -0.002 | -0.003 | -0.001 | -0.000 | 1.000 | -0.003 | -0.008 | -0.005 | 0.047 | -0.001 | 0.023 | 0.009 | -0.002 | -0.002 | -0.001 | -0.002 | -0.003 | -0.002 | -0.001 | -0.004 | -0.003 | -0.002 | 0.049 | -0.003 | 0.018 | 0.018 | 0.018 | 0.018 |
| tp_type_other | -0.051 | 0.030 | -0.004 | -0.008 | -0.014 | 0.003 | 0.062 | 0.035 | -0.011 | 0.080 | 0.085 | 0.006 | -0.006 | -0.003 | 1.000 | -0.161 | 0.194 | 0.114 | 0.055 | 0.194 | 0.077 | 0.017 | 0.057 | 0.014 | 0.030 | 0.049 | 0.020 | 0.048 | 0.056 | 0.017 | 0.051 | 0.029 | 0.071 | 0.177 | 0.177 | 0.177 | 0.177 |
| tp_type_nk | -0.531 | 0.027 | -0.011 | -0.016 | -0.010 | -0.242 | -0.032 | -0.080 | -0.807 | -0.106 | -0.135 | -0.058 | -0.016 | -0.008 | -0.161 | 1.000 | -0.287 | -0.151 | -0.036 | 0.280 | -0.032 | 0.003 | -0.005 | 0.002 | -0.012 | -0.036 | 0.010 | -0.006 | 0.038 | 0.059 | -0.020 | -0.019 | -0.002 | -0.181 | -0.181 | -0.180 | -0.180 |
| tp_injury_whiplash | 0.044 | 0.037 | -0.010 | 0.042 | -0.001 | 0.033 | 0.132 | 0.189 | 0.297 | 0.353 | 0.426 | 0.058 | 0.032 | -0.005 | 0.194 | -0.287 | 1.000 | 0.100 | 0.015 | -0.462 | -0.128 | 0.033 | 0.077 | 0.058 | 0.073 | 0.152 | 0.061 | 0.065 | 0.085 | 0.054 | 0.108 | 0.116 | 0.108 | 0.397 | 0.398 | 0.397 | 0.398 |
| tp_injury_traumatic | 0.067 | 0.045 | -0.004 | 0.029 | 0.007 | 0.018 | 0.185 | 0.174 | 0.175 | 0.167 | 0.259 | 0.042 | 0.017 | 0.047 | 0.114 | -0.151 | 0.100 | 1.000 | 0.078 | -0.223 | -0.033 | 0.046 | 0.059 | 0.039 | 0.059 | 0.053 | 0.024 | 0.020 | 0.064 | 0.007 | 0.049 | 0.040 | 0.072 | 0.200 | 0.200 | 0.200 | 0.200 |
| tp_injury_fatality | -0.000 | 0.049 | -0.014 | 0.007 | 0.002 | -0.011 | 0.037 | 0.086 | 0.030 | 0.003 | 0.054 | 0.022 | -0.001 | -0.001 | 0.055 | -0.036 | 0.015 | 0.078 | 1.000 | -0.016 | 0.041 | 0.054 | -0.001 | -0.007 | 0.007 | 0.009 | -0.010 | 0.011 | -0.010 | -0.008 | -0.012 | 0.035 | -0.005 | 0.043 | 0.043 | 0.043 | 0.043 |
| tp_injury_unclear | -0.067 | -0.024 | -0.001 | -0.007 | -0.025 | -0.019 | 0.020 | 0.081 | -0.071 | -0.077 | -0.147 | -0.069 | -0.030 | 0.023 | 0.194 | 0.280 | -0.462 | -0.223 | -0.016 | 1.000 | 0.371 | 0.007 | -0.007 | -0.016 | -0.035 | -0.064 | 0.007 | -0.001 | -0.016 | -0.007 | -0.045 | -0.027 | -0.021 | -0.223 | -0.223 | -0.223 | -0.223 |
| tp_injury_nk | 0.136 | 0.028 | 0.001 | -0.009 | -0.011 | 0.049 | 0.034 | 0.096 | 0.143 | -0.020 | -0.041 | -0.022 | -0.013 | 0.009 | 0.077 | -0.032 | -0.128 | -0.033 | 0.041 | 0.371 | 1.000 | -0.127 | -0.136 | -0.092 | -0.093 | -0.145 | -0.123 | -0.081 | -0.243 | -0.230 | -0.136 | -0.160 | -0.171 | -0.113 | -0.113 | -0.113 | -0.113 |
| tp_region_eastang | -0.027 | -0.008 | 0.019 | -0.002 | 0.005 | -0.006 | 0.010 | 0.036 | 0.010 | 0.031 | 0.029 | 0.020 | -0.004 | -0.002 | 0.017 | 0.003 | 0.033 | 0.046 | 0.054 | 0.007 | -0.127 | 1.000 | -0.029 | -0.012 | -0.027 | -0.040 | -0.023 | -0.023 | -0.048 | -0.052 | -0.038 | -0.040 | -0.039 | 0.044 | 0.044 | 0.044 | 0.044 |
| tp_region_eastmid | -0.022 | 0.009 | 0.000 | 0.015 | 0.006 | -0.015 | 0.048 | 0.022 | 0.024 | 0.036 | 0.051 | -0.001 | 0.025 | -0.002 | 0.057 | -0.005 | 0.077 | 0.059 | -0.001 | -0.007 | -0.136 | -0.029 | 1.000 | -0.021 | -0.030 | -0.030 | -0.032 | -0.025 | -0.061 | -0.059 | -0.040 | -0.024 | -0.031 | 0.028 | 0.028 | 0.028 | 0.028 |
| tp_region_london | -0.009 | 0.013 | 0.001 | 0.007 | 0.004 | -0.019 | 0.008 | 0.011 | 0.003 | 0.070 | 0.037 | 0.014 | -0.003 | -0.001 | 0.014 | 0.002 | 0.058 | 0.039 | -0.007 | -0.016 | -0.092 | -0.012 | -0.021 | 1.000 | -0.019 | -0.024 | 0.008 | -0.008 | -0.012 | -0.037 | -0.022 | -0.031 | -0.023 | 0.029 | 0.029 | 0.028 | 0.029 |
| tp_region_north | -0.012 | 0.004 | -0.005 | 0.017 | 0.004 | -0.011 | 0.039 | 0.023 | 0.023 | 0.034 | 0.044 | 0.009 | -0.003 | -0.002 | 0.030 | -0.012 | 0.073 | 0.059 | 0.007 | -0.035 | -0.093 | -0.027 | -0.030 | -0.019 | 1.000 | -0.025 | -0.026 | 0.003 | -0.047 | -0.039 | -0.031 | -0.032 | -0.018 | 0.044 | 0.044 | 0.044 | 0.044 |
| tp_region_northw | -0.011 | 0.007 | -0.009 | 0.018 | 0.006 | 0.018 | 0.040 | 0.033 | 0.059 | 0.085 | 0.122 | 0.010 | -0.005 | -0.003 | 0.049 | -0.036 | 0.152 | 0.053 | 0.009 | -0.064 | -0.145 | -0.040 | -0.030 | -0.024 | -0.025 | 1.000 | -0.036 | -0.028 | -0.065 | -0.063 | -0.042 | -0.049 | -0.041 | 0.086 | 0.087 | 0.087 | 0.088 |
| tp_region_outerldn | -0.012 | -0.011 | -0.009 | -0.000 | 0.005 | -0.004 | 0.014 | 0.001 | 0.016 | 0.042 | 0.021 | 0.003 | -0.004 | -0.002 | 0.020 | 0.010 | 0.061 | 0.024 | -0.010 | 0.007 | -0.123 | -0.023 | -0.032 | 0.008 | -0.026 | -0.036 | 1.000 | -0.022 | -0.034 | -0.040 | -0.038 | -0.033 | -0.038 | 0.044 | 0.044 | 0.044 | 0.044 |
| tp_region_scotland | -0.005 | 0.013 | -0.008 | 0.002 | 0.003 | -0.001 | 0.057 | 0.026 | 0.008 | 0.010 | 0.058 | 0.002 | -0.003 | -0.001 | 0.048 | -0.006 | 0.065 | 0.020 | 0.011 | -0.001 | -0.081 | -0.023 | -0.025 | -0.008 | 0.003 | -0.028 | -0.022 | 1.000 | -0.036 | -0.036 | -0.021 | -0.025 | -0.031 | 0.060 | 0.060 | 0.060 | 0.060 |
| tp_region_southe | -0.070 | -0.026 | -0.009 | -0.001 | -0.024 | -0.031 | 0.019 | 0.025 | -0.025 | 0.038 | 0.029 | 0.010 | -0.007 | -0.004 | 0.056 | 0.038 | 0.085 | 0.064 | -0.010 | -0.016 | -0.243 | -0.048 | -0.061 | -0.012 | -0.047 | -0.065 | -0.034 | -0.036 | 1.000 | -0.088 | -0.059 | -0.073 | -0.076 | 0.056 | 0.056 | 0.055 | 0.055 |
| tp_region_southw | -0.078 | -0.022 | 0.007 | 0.007 | -0.009 | -0.013 | -0.012 | -0.001 | -0.051 | 0.010 | 0.018 | 0.021 | 0.014 | -0.003 | 0.017 | 0.059 | 0.054 | 0.007 | -0.008 | -0.007 | -0.230 | -0.052 | -0.059 | -0.037 | -0.039 | -0.063 | -0.040 | -0.036 | -0.088 | 1.000 | -0.059 | -0.061 | -0.061 | 0.036 | 0.036 | 0.036 | 0.036 |
| tp_region_wales | -0.024 | 0.039 | -0.011 | 0.006 | -0.040 | -0.010 | 0.037 | 0.046 | 0.025 | 0.040 | 0.066 | -0.010 | 0.023 | -0.002 | 0.051 | -0.020 | 0.108 | 0.049 | -0.012 | -0.045 | -0.136 | -0.038 | -0.040 | -0.022 | -0.031 | -0.042 | -0.038 | -0.021 | -0.059 | -0.059 | 1.000 | -0.049 | -0.045 | 0.074 | 0.074 | 0.074 | 0.074 |
| tp_region_westmid | -0.002 | -0.013 | 0.014 | 0.005 | 0.007 | 0.019 | 0.020 | 0.017 | 0.051 | 0.055 | 0.084 | 0.013 | -0.006 | 0.049 | 0.029 | -0.019 | 0.116 | 0.040 | 0.035 | -0.027 | -0.160 | -0.040 | -0.024 | -0.031 | -0.032 | -0.049 | -0.033 | -0.025 | -0.073 | -0.061 | -0.049 | 1.000 | -0.053 | 0.070 | 0.070 | 0.071 | 0.071 |
| tp_region_yorkshire | -0.031 | -0.012 | -0.013 | 0.011 | 0.007 | -0.022 | 0.039 | 0.062 | 0.016 | 0.070 | 0.083 | -0.002 | -0.006 | -0.003 | 0.071 | -0.002 | 0.108 | 0.072 | -0.005 | -0.021 | -0.171 | -0.039 | -0.031 | -0.023 | -0.018 | -0.041 | -0.038 | -0.031 | -0.076 | -0.061 | -0.045 | -0.053 | 1.000 | 0.084 | 0.084 | 0.083 | 0.084 |
| incurred | 0.001 | -0.005 | -0.010 | 0.006 | 0.009 | 0.019 | 0.038 | 0.038 | 0.183 | 0.182 | 0.244 | 0.062 | 0.002 | 0.018 | 0.177 | -0.181 | 0.397 | 0.200 | 0.043 | -0.223 | -0.113 | 0.044 | 0.028 | 0.029 | 0.044 | 0.086 | 0.044 | 0.060 | 0.056 | 0.036 | 0.074 | 0.070 | 0.084 | 1.000 | 0.999 | 1.000 | 0.999 |
| capped_incurred | 0.001 | -0.005 | -0.010 | 0.006 | 0.009 | 0.019 | 0.038 | 0.038 | 0.183 | 0.183 | 0.244 | 0.062 | 0.002 | 0.018 | 0.177 | -0.181 | 0.398 | 0.200 | 0.043 | -0.223 | -0.113 | 0.044 | 0.028 | 0.029 | 0.044 | 0.087 | 0.044 | 0.060 | 0.056 | 0.036 | 0.074 | 0.070 | 0.084 | 0.999 | 1.000 | 0.999 | 1.000 |
| incurred_log | 0.000 | -0.005 | -0.010 | 0.006 | 0.009 | 0.018 | 0.038 | 0.038 | 0.182 | 0.182 | 0.244 | 0.062 | 0.002 | 0.018 | 0.177 | -0.180 | 0.397 | 0.200 | 0.043 | -0.223 | -0.113 | 0.044 | 0.028 | 0.028 | 0.044 | 0.087 | 0.044 | 0.060 | 0.055 | 0.036 | 0.074 | 0.071 | 0.083 | 1.000 | 0.999 | 1.000 | 0.999 |
| capped_incurred_log | 0.000 | -0.005 | -0.010 | 0.006 | 0.009 | 0.018 | 0.038 | 0.038 | 0.182 | 0.183 | 0.244 | 0.062 | 0.002 | 0.018 | 0.177 | -0.180 | 0.398 | 0.200 | 0.043 | -0.223 | -0.113 | 0.044 | 0.028 | 0.029 | 0.044 | 0.088 | 0.044 | 0.060 | 0.055 | 0.036 | 0.074 | 0.071 | 0.084 | 0.999 | 1.000 | 0.999 | 1.000 |
| claim_number | notifier | notification_period | inception_to_loss | location_of_incident | weather_conditions | vehicle_mobile | time_hour | main_driver | ph_considered_tp_at_fault | vechile_registration_present | incident_details_present | injury_details_present | tp_type_insd_pass_back | tp_type_driver | tp_type_pass_back | tp_type_pass_front | tp_type_bike | tp_type_cyclist | tp_type_pedestrian | tp_type_other | tp_type_nk | tp_injury_whiplash | tp_injury_traumatic | tp_injury_fatality | tp_injury_unclear | tp_injury_nk | tp_region_eastang | tp_region_eastmid | tp_region_london | tp_region_north | tp_region_northw | tp_region_outerldn | tp_region_scotland | tp_region_southe | tp_region_southw | tp_region_wales | tp_region_westmid | tp_region_yorkshire | incurred | capped_incurred | incurred_log | capped_incurred_log | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| claim_number | 1.000 | 0.746 | 0.051 | 0.000 | 0.116 | 0.389 | 0.202 | 0.058 | 0.691 | 0.746 | 0.019 | 0.391 | 0.085 | 0.096 | 0.560 | 0.038 | 0.074 | 0.000 | 0.000 | 0.001 | 0.090 | 0.546 | 0.094 | 0.135 | 0.045 | 0.105 | 0.141 | 0.000 | 0.000 | 0.020 | 0.023 | 0.000 | 0.000 | 0.000 | 0.089 | 0.085 | 0.034 | 0.000 | 0.039 | 0.000 | 0.083 | 0.150 | 0.218 |
| notifier | 0.746 | 1.000 | 0.236 | 0.000 | 0.249 | 0.268 | 0.376 | 0.327 | 0.268 | 0.154 | 0.013 | 0.098 | 0.076 | 0.000 | 0.133 | 0.066 | 0.042 | 0.000 | 0.000 | 0.000 | 0.047 | 0.113 | 0.051 | 0.024 | 0.000 | 0.067 | 0.060 | 0.011 | 0.064 | 0.000 | 0.000 | 0.034 | 0.000 | 0.000 | 0.065 | 0.026 | 0.054 | 0.052 | 0.030 | 0.021 | 0.111 | 0.112 | 0.127 |
| notification_period | 0.051 | 0.236 | 1.000 | 0.000 | 0.190 | 0.193 | 0.344 | 0.250 | 0.097 | 0.021 | 0.000 | 0.059 | 0.067 | 0.000 | 0.000 | 0.000 | 0.000 | 0.058 | 0.049 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.097 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| inception_to_loss | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.002 | 0.000 | 0.031 | 0.000 | 0.000 | 0.000 | 0.026 | 0.000 | 0.000 | 0.000 | 0.010 | 0.000 | 0.000 | 0.000 | 0.009 | 0.000 | 0.000 | 0.019 | 0.057 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.023 | 0.000 | 0.011 | 0.000 | 0.000 | 0.035 | 0.000 | 0.035 | 0.000 | 0.000 | 0.050 |
| location_of_incident | 0.116 | 0.249 | 0.190 | 0.000 | 1.000 | 0.468 | 0.478 | 0.308 | 0.195 | 0.096 | 0.024 | 0.066 | 0.228 | 0.035 | 0.077 | 0.022 | 0.072 | 0.000 | 0.048 | 0.000 | 0.073 | 0.051 | 0.094 | 0.067 | 0.048 | 0.148 | 0.054 | 0.000 | 0.050 | 0.110 | 0.000 | 0.125 | 0.019 | 0.000 | 0.152 | 0.067 | 0.069 | 0.000 | 0.023 | 0.124 | 0.103 | 0.147 | 0.141 |
| weather_conditions | 0.389 | 0.268 | 0.193 | 0.002 | 0.468 | 1.000 | 0.349 | 0.404 | 0.105 | 0.105 | 0.049 | 0.073 | 0.115 | 0.000 | 0.051 | 0.037 | 0.004 | 0.000 | 0.000 | 0.000 | 0.035 | 0.071 | 0.043 | 0.000 | 0.042 | 0.081 | 0.033 | 0.037 | 0.000 | 0.033 | 0.000 | 0.000 | 0.000 | 0.050 | 0.032 | 0.050 | 0.033 | 0.000 | 0.027 | 0.043 | 0.035 | 0.085 | 0.077 |
| vehicle_mobile | 0.202 | 0.376 | 0.344 | 0.000 | 0.478 | 0.349 | 1.000 | 0.529 | 0.460 | 0.098 | 0.004 | 0.042 | 0.229 | 0.081 | 0.205 | 0.108 | 0.225 | 0.000 | 0.000 | 0.000 | 0.117 | 0.164 | 0.200 | 0.140 | 0.128 | 0.228 | 0.139 | 0.096 | 0.054 | 0.084 | 0.052 | 0.029 | 0.000 | 0.079 | 0.141 | 0.076 | 0.089 | 0.046 | 0.088 | 0.077 | 0.265 | 0.282 | 0.286 |
| time_hour | 0.058 | 0.327 | 0.250 | 0.031 | 0.308 | 0.404 | 0.529 | 1.000 | 0.199 | 0.000 | 0.000 | 0.050 | 0.178 | 0.073 | 0.044 | 0.027 | 0.088 | 0.000 | 0.000 | 0.000 | 0.063 | 0.023 | 0.073 | 0.140 | 0.031 | 0.083 | 0.052 | 0.037 | 0.040 | 0.157 | 0.110 | 0.029 | 0.042 | 0.000 | 0.061 | 0.048 | 0.029 | 0.034 | 0.000 | 0.015 | 0.145 | 0.156 | 0.146 |
| main_driver | 0.691 | 0.268 | 0.097 | 0.000 | 0.195 | 0.105 | 0.460 | 0.199 | 1.000 | 0.510 | 0.012 | 0.102 | 0.016 | 0.029 | 0.715 | 0.000 | 0.067 | 0.066 | 0.007 | 0.000 | 0.086 | 0.693 | 0.041 | 0.075 | 0.000 | 0.080 | 0.155 | 0.053 | 0.000 | 0.019 | 0.040 | 0.000 | 0.027 | 0.000 | 0.108 | 0.151 | 0.021 | 0.052 | 0.051 | 0.000 | 0.028 | 0.068 | 0.118 |
| ph_considered_tp_at_fault | 0.746 | 0.154 | 0.021 | 0.000 | 0.096 | 0.105 | 0.098 | 0.000 | 0.510 | 1.000 | 0.000 | 0.320 | 0.029 | 0.036 | 0.569 | 0.000 | 0.040 | 0.000 | 0.000 | 0.000 | 0.066 | 0.547 | 0.105 | 0.079 | 0.000 | 0.120 | 0.124 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.061 | 0.075 | 0.002 | 0.000 | 0.026 | 0.000 | 0.053 | 0.081 | 0.126 |
| vechile_registration_present | 0.019 | 0.013 | 0.000 | 0.000 | 0.024 | 0.049 | 0.004 | 0.000 | 0.012 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.117 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.153 | 0.000 | 0.103 | 0.000 | 0.000 | 0.387 | 0.045 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.035 | 0.000 | 0.381 | 0.000 | 0.000 | 0.000 | 0.000 | 0.143 | 0.164 |
| incident_details_present | 0.391 | 0.098 | 0.059 | 0.026 | 0.066 | 0.073 | 0.042 | 0.050 | 0.102 | 0.320 | 0.000 | 1.000 | 0.152 | 0.022 | 0.343 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.015 | 0.338 | 0.039 | 0.016 | 0.001 | 0.018 | 0.044 | 0.000 | 0.018 | 0.005 | 0.006 | 0.025 | 0.000 | 0.000 | 0.028 | 0.000 | 0.000 | 0.013 | 0.006 | 0.000 | 0.034 | 0.030 | 0.043 |
| injury_details_present | 0.085 | 0.076 | 0.067 | 0.000 | 0.228 | 0.115 | 0.229 | 0.178 | 0.016 | 0.029 | 0.000 | 0.152 | 1.000 | 0.117 | 0.121 | 0.026 | 0.052 | 0.000 | 0.000 | 0.000 | 0.057 | 0.084 | 0.178 | 0.154 | 0.023 | 0.198 | 0.134 | 0.070 | 0.055 | 0.000 | 0.037 | 0.057 | 0.051 | 0.086 | 0.036 | 0.049 | 0.029 | 0.020 | 0.078 | 0.070 | 0.215 | 0.257 | 0.241 |
| tp_type_insd_pass_back | 0.096 | 0.000 | 0.000 | 0.000 | 0.035 | 0.000 | 0.081 | 0.073 | 0.029 | 0.036 | 0.000 | 0.022 | 0.117 | 1.000 | 0.038 | 0.049 | 0.052 | 0.000 | 0.000 | 0.000 | 0.000 | 0.047 | 0.240 | 0.360 | 0.167 | 0.380 | 0.330 | 0.133 | 0.064 | 0.326 | 0.116 | 0.224 | 0.000 | 0.080 | 0.324 | 0.027 | 0.146 | 0.045 | 0.142 | 0.119 | 0.120 | 0.119 | 0.067 |
| tp_type_driver | 0.560 | 0.133 | 0.000 | 0.000 | 0.077 | 0.051 | 0.205 | 0.044 | 0.715 | 0.569 | 0.117 | 0.343 | 0.121 | 0.038 | 1.000 | 0.092 | 0.276 | 0.150 | 0.000 | 0.099 | 0.082 | 0.768 | 0.253 | 0.154 | 0.078 | 0.550 | 0.341 | 0.066 | 0.064 | 0.000 | 0.036 | 0.081 | 0.128 | 0.000 | 0.219 | 0.092 | 0.054 | 0.078 | 0.114 | 0.197 | 0.265 | 0.248 | 0.237 |
| tp_type_pass_back | 0.038 | 0.066 | 0.000 | 0.010 | 0.022 | 0.037 | 0.108 | 0.027 | 0.000 | 0.000 | 0.006 | 0.000 | 0.026 | 0.049 | 0.092 | 1.000 | 0.353 | 0.000 | 0.000 | 0.000 | 0.128 | 0.069 | 0.717 | 0.198 | 0.000 | 0.160 | 0.318 | 0.094 | 0.446 | 0.647 | 0.145 | 0.168 | 0.236 | 0.183 | 0.437 | 0.184 | 0.336 | 0.717 | 0.221 | 0.123 | 0.283 | 0.237 | 0.231 |
| tp_type_pass_front | 0.074 | 0.042 | 0.000 | 0.000 | 0.072 | 0.004 | 0.225 | 0.088 | 0.067 | 0.040 | 0.000 | 0.000 | 0.052 | 0.052 | 0.276 | 0.353 | 1.000 | 0.000 | 0.007 | 0.000 | 0.103 | 0.222 | 0.580 | 0.295 | 0.173 | 0.280 | 0.163 | 0.271 | 0.201 | 0.100 | 0.103 | 0.325 | 0.301 | 0.210 | 0.329 | 0.294 | 0.284 | 0.245 | 0.367 | 0.147 | 0.435 | 0.403 | 0.413 |
| tp_type_bike | 0.000 | 0.000 | 0.058 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.066 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.150 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.080 | 0.083 | 0.043 | 0.017 | 0.078 | 0.015 | 0.000 | 0.000 | 0.000 | 0.000 | 0.087 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.093 | 0.000 | 0.083 | 0.163 | 0.147 | 0.092 |
| tp_type_cyclist | 0.000 | 0.000 | 0.049 | 0.000 | 0.048 | 0.000 | 0.000 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.007 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.029 | 0.000 | 0.000 | 0.023 | 0.000 | 0.000 | 0.138 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| tp_type_pedestrian | 0.001 | 0.000 | 0.000 | 0.009 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.099 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.099 | 0.000 | 0.046 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.202 | 0.000 | 0.000 | 0.066 | 0.026 | 0.000 |
| tp_type_other | 0.090 | 0.047 | 0.000 | 0.000 | 0.073 | 0.035 | 0.117 | 0.063 | 0.086 | 0.066 | 0.153 | 0.015 | 0.057 | 0.000 | 0.082 | 0.128 | 0.103 | 0.000 | 0.000 | 0.000 | 1.000 | 0.114 | 0.232 | 0.105 | 0.126 | 0.576 | 0.341 | 0.055 | 0.176 | 0.216 | 0.000 | 0.644 | 0.103 | 0.071 | 0.095 | 0.395 | 0.457 | 0.365 | 0.100 | 0.265 | 0.262 | 0.246 | 0.204 |
| tp_type_nk | 0.546 | 0.113 | 0.000 | 0.000 | 0.051 | 0.071 | 0.164 | 0.023 | 0.693 | 0.547 | 0.000 | 0.338 | 0.084 | 0.047 | 0.768 | 0.069 | 0.222 | 0.080 | 0.000 | 0.000 | 0.114 | 1.000 | 0.232 | 0.108 | 0.002 | 0.681 | 0.645 | 0.060 | 0.022 | 0.000 | 0.000 | 0.188 | 0.040 | 0.000 | 0.114 | 0.155 | 0.017 | 0.071 | 0.141 | 0.000 | 0.230 | 0.214 | 0.233 |
| tp_injury_whiplash | 0.094 | 0.051 | 0.000 | 0.019 | 0.094 | 0.043 | 0.200 | 0.073 | 0.041 | 0.105 | 0.103 | 0.039 | 0.178 | 0.240 | 0.253 | 0.717 | 0.580 | 0.083 | 0.029 | 0.000 | 0.232 | 0.232 | 1.000 | 0.159 | 0.021 | 0.590 | 0.288 | 0.095 | 0.234 | 0.661 | 0.178 | 0.551 | 0.221 | 0.275 | 0.299 | 0.161 | 0.271 | 0.555 | 0.322 | 0.000 | 0.464 | 0.432 | 0.434 |
| tp_injury_traumatic | 0.135 | 0.024 | 0.000 | 0.057 | 0.067 | 0.000 | 0.140 | 0.140 | 0.075 | 0.079 | 0.000 | 0.016 | 0.154 | 0.360 | 0.154 | 0.198 | 0.295 | 0.043 | 0.000 | 0.099 | 0.105 | 0.108 | 0.159 | 1.000 | 0.122 | 0.252 | 0.138 | 0.111 | 0.183 | 0.037 | 0.583 | 0.298 | 0.069 | 0.095 | 0.460 | 0.086 | 0.113 | 0.103 | 0.151 | 0.315 | 0.425 | 0.464 | 0.352 |
| tp_injury_fatality | 0.045 | 0.000 | 0.000 | 0.000 | 0.048 | 0.042 | 0.128 | 0.031 | 0.000 | 0.000 | 0.000 | 0.001 | 0.023 | 0.167 | 0.078 | 0.000 | 0.173 | 0.017 | 0.000 | 0.000 | 0.126 | 0.002 | 0.021 | 0.122 | 1.000 | 0.044 | 0.102 | 0.833 | 0.000 | 0.000 | 0.000 | 0.155 | 0.000 | 0.000 | 0.448 | 0.086 | 0.000 | 0.043 | 0.050 | 0.372 | 0.184 | 0.290 | 0.058 |
| tp_injury_unclear | 0.105 | 0.067 | 0.000 | 0.000 | 0.148 | 0.081 | 0.228 | 0.083 | 0.080 | 0.120 | 0.387 | 0.018 | 0.198 | 0.380 | 0.550 | 0.160 | 0.280 | 0.078 | 0.023 | 0.046 | 0.576 | 0.681 | 0.590 | 0.252 | 0.044 | 1.000 | 0.650 | 0.072 | 0.105 | 0.305 | 0.062 | 0.471 | 0.062 | 0.044 | 0.136 | 0.523 | 0.495 | 0.106 | 0.111 | 0.217 | 0.387 | 0.384 | 0.363 |
| tp_injury_nk | 0.141 | 0.060 | 0.000 | 0.000 | 0.054 | 0.033 | 0.139 | 0.052 | 0.155 | 0.124 | 0.045 | 0.044 | 0.134 | 0.330 | 0.341 | 0.318 | 0.163 | 0.015 | 0.000 | 0.000 | 0.341 | 0.645 | 0.288 | 0.138 | 0.102 | 0.650 | 1.000 | 0.095 | 0.172 | 0.084 | 0.073 | 0.111 | 0.091 | 0.065 | 0.209 | 0.195 | 0.230 | 0.232 | 0.142 | 0.241 | 0.208 | 0.183 | 0.177 |
| tp_region_eastang | 0.000 | 0.011 | 0.000 | 0.000 | 0.000 | 0.037 | 0.096 | 0.037 | 0.053 | 0.000 | 0.000 | 0.000 | 0.070 | 0.133 | 0.066 | 0.094 | 0.271 | 0.000 | 0.000 | 0.000 | 0.055 | 0.060 | 0.095 | 0.111 | 0.833 | 0.072 | 0.095 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.304 | 0.131 | 0.177 | 0.078 |
| tp_region_eastmid | 0.000 | 0.064 | 0.000 | 0.000 | 0.050 | 0.000 | 0.054 | 0.040 | 0.000 | 0.000 | 0.000 | 0.018 | 0.055 | 0.064 | 0.064 | 0.446 | 0.201 | 0.000 | 0.138 | 0.000 | 0.176 | 0.022 | 0.234 | 0.183 | 0.000 | 0.105 | 0.172 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.181 | 0.122 | 0.129 | 0.070 |
| tp_region_london | 0.020 | 0.000 | 0.097 | 0.006 | 0.110 | 0.033 | 0.084 | 0.157 | 0.019 | 0.000 | 0.000 | 0.005 | 0.000 | 0.326 | 0.000 | 0.647 | 0.100 | 0.000 | 0.000 | 0.000 | 0.216 | 0.000 | 0.661 | 0.037 | 0.000 | 0.305 | 0.084 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.126 | 0.054 | 0.000 |
| tp_region_north | 0.023 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.052 | 0.110 | 0.040 | 0.000 | 0.000 | 0.006 | 0.037 | 0.116 | 0.036 | 0.145 | 0.103 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.178 | 0.583 | 0.000 | 0.062 | 0.073 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.162 | 0.144 | 0.081 | 0.084 |
| tp_region_northw | 0.000 | 0.034 | 0.000 | 0.000 | 0.125 | 0.000 | 0.029 | 0.029 | 0.000 | 0.000 | 0.000 | 0.025 | 0.057 | 0.224 | 0.081 | 0.168 | 0.325 | 0.087 | 0.000 | 0.000 | 0.644 | 0.188 | 0.551 | 0.298 | 0.155 | 0.471 | 0.111 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.035 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.093 | 0.214 | 0.175 | 0.141 |
| tp_region_outerldn | 0.000 | 0.000 | 0.000 | 0.023 | 0.019 | 0.000 | 0.000 | 0.042 | 0.027 | 0.000 | 0.000 | 0.000 | 0.051 | 0.000 | 0.128 | 0.236 | 0.301 | 0.000 | 0.000 | 0.000 | 0.103 | 0.040 | 0.221 | 0.069 | 0.000 | 0.062 | 0.091 | 0.000 | 0.000 | 0.000 | 0.000 | 0.035 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.130 | 0.081 | 0.069 |
| tp_region_scotland | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.050 | 0.079 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.086 | 0.080 | 0.000 | 0.183 | 0.210 | 0.000 | 0.000 | 0.000 | 0.071 | 0.000 | 0.275 | 0.095 | 0.000 | 0.044 | 0.065 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.098 | 0.128 | 0.114 | 0.081 |
| tp_region_southe | 0.089 | 0.065 | 0.000 | 0.011 | 0.152 | 0.032 | 0.141 | 0.061 | 0.108 | 0.061 | 0.035 | 0.028 | 0.036 | 0.324 | 0.219 | 0.437 | 0.329 | 0.000 | 0.000 | 0.000 | 0.095 | 0.114 | 0.299 | 0.460 | 0.448 | 0.136 | 0.209 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.047 | 0.000 | 0.005 | 0.027 | 0.294 | 0.181 | 0.215 | 0.098 |
| tp_region_southw | 0.085 | 0.026 | 0.000 | 0.000 | 0.067 | 0.050 | 0.076 | 0.048 | 0.151 | 0.075 | 0.000 | 0.000 | 0.049 | 0.027 | 0.092 | 0.184 | 0.294 | 0.000 | 0.000 | 0.000 | 0.395 | 0.155 | 0.161 | 0.086 | 0.086 | 0.523 | 0.195 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.047 | 1.000 | 0.000 | 0.046 | 0.029 | 0.064 | 0.171 | 0.181 | 0.118 |
| tp_region_wales | 0.034 | 0.054 | 0.000 | 0.000 | 0.069 | 0.033 | 0.089 | 0.029 | 0.021 | 0.002 | 0.381 | 0.000 | 0.029 | 0.146 | 0.054 | 0.336 | 0.284 | 0.000 | 0.000 | 0.000 | 0.457 | 0.017 | 0.271 | 0.113 | 0.000 | 0.495 | 0.230 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.157 | 0.111 | 0.110 |
| tp_region_westmid | 0.000 | 0.052 | 0.000 | 0.035 | 0.000 | 0.000 | 0.046 | 0.034 | 0.052 | 0.000 | 0.000 | 0.013 | 0.020 | 0.045 | 0.078 | 0.717 | 0.245 | 0.093 | 0.000 | 0.202 | 0.365 | 0.071 | 0.555 | 0.103 | 0.043 | 0.106 | 0.232 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.005 | 0.046 | 0.000 | 1.000 | 0.000 | 0.000 | 0.182 | 0.154 | 0.127 |
| tp_region_yorkshire | 0.039 | 0.030 | 0.000 | 0.000 | 0.023 | 0.027 | 0.088 | 0.000 | 0.051 | 0.026 | 0.000 | 0.006 | 0.078 | 0.142 | 0.114 | 0.221 | 0.367 | 0.000 | 0.000 | 0.000 | 0.100 | 0.141 | 0.322 | 0.151 | 0.050 | 0.111 | 0.142 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.027 | 0.029 | 0.000 | 0.000 | 1.000 | 0.101 | 0.208 | 0.193 | 0.164 |
| incurred | 0.000 | 0.021 | 0.000 | 0.035 | 0.124 | 0.043 | 0.077 | 0.015 | 0.000 | 0.000 | 0.000 | 0.000 | 0.070 | 0.119 | 0.197 | 0.123 | 0.147 | 0.083 | 0.000 | 0.000 | 0.265 | 0.000 | 0.000 | 0.315 | 0.372 | 0.217 | 0.241 | 0.304 | 0.181 | 0.000 | 0.162 | 0.093 | 0.000 | 0.098 | 0.294 | 0.064 | 0.000 | 0.000 | 0.101 | 1.000 | 0.323 | 0.717 | 0.146 |
| capped_incurred | 0.083 | 0.111 | 0.000 | 0.000 | 0.103 | 0.035 | 0.265 | 0.145 | 0.028 | 0.053 | 0.000 | 0.034 | 0.215 | 0.120 | 0.265 | 0.283 | 0.435 | 0.163 | 0.000 | 0.066 | 0.262 | 0.230 | 0.464 | 0.425 | 0.184 | 0.387 | 0.208 | 0.131 | 0.122 | 0.126 | 0.144 | 0.214 | 0.130 | 0.128 | 0.181 | 0.171 | 0.157 | 0.182 | 0.208 | 0.323 | 1.000 | 0.888 | 0.862 |
| incurred_log | 0.150 | 0.112 | 0.000 | 0.000 | 0.147 | 0.085 | 0.282 | 0.156 | 0.068 | 0.081 | 0.143 | 0.030 | 0.257 | 0.119 | 0.248 | 0.237 | 0.403 | 0.147 | 0.000 | 0.026 | 0.246 | 0.214 | 0.432 | 0.464 | 0.290 | 0.384 | 0.183 | 0.177 | 0.129 | 0.054 | 0.081 | 0.175 | 0.081 | 0.114 | 0.215 | 0.181 | 0.111 | 0.154 | 0.193 | 0.717 | 0.888 | 1.000 | 0.981 |
| capped_incurred_log | 0.218 | 0.127 | 0.000 | 0.050 | 0.141 | 0.077 | 0.286 | 0.146 | 0.118 | 0.126 | 0.164 | 0.043 | 0.241 | 0.067 | 0.237 | 0.231 | 0.413 | 0.092 | 0.000 | 0.000 | 0.204 | 0.233 | 0.434 | 0.352 | 0.058 | 0.363 | 0.177 | 0.078 | 0.070 | 0.000 | 0.084 | 0.141 | 0.069 | 0.081 | 0.098 | 0.118 | 0.110 | 0.127 | 0.164 | 0.146 | 0.862 | 0.981 | 1.000 |
| incident_details_present | injury_details_present | location_of_incident | main_driver | notifier | ph_considered_tp_at_fault | tp_injury_fatality | tp_injury_traumatic | tp_region_north | tp_type_bike | tp_type_cyclist | tp_type_insd_pass_back | tp_type_pass_front | tp_type_pedestrian | vechile_registration_present | vehicle_mobile | weather_conditions | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| incident_details_present | 1.000 | 0.097 | 0.050 | 0.168 | 0.120 | 0.214 | 0.002 | 0.020 | 0.007 | 0.000 | 0.000 | 0.027 | 0.000 | 0.000 | 0.000 | 0.070 | 0.048 |
| injury_details_present | 0.097 | 1.000 | 0.171 | 0.026 | 0.093 | 0.019 | 0.039 | 0.188 | 0.046 | 0.000 | 0.000 | 0.143 | 0.087 | 0.000 | 0.000 | 0.375 | 0.076 |
| location_of_incident | 0.050 | 0.171 | 1.000 | 0.125 | 0.155 | 0.043 | 0.030 | 0.041 | 0.000 | 0.000 | 0.036 | 0.022 | 0.046 | 0.000 | 0.018 | 0.346 | 0.224 |
| main_driver | 0.168 | 0.026 | 0.125 | 1.000 | 0.210 | 0.510 | 0.000 | 0.056 | 0.030 | 0.019 | 0.012 | 0.022 | 0.020 | 0.000 | 0.020 | 0.179 | 0.099 |
| notifier | 0.120 | 0.093 | 0.155 | 0.210 | 1.000 | 0.127 | 0.000 | 0.009 | 0.000 | 0.000 | 0.000 | 0.000 | 0.031 | 0.000 | 0.015 | 0.307 | 0.222 |
| ph_considered_tp_at_fault | 0.214 | 0.019 | 0.043 | 0.510 | 0.127 | 1.000 | 0.000 | 0.064 | 0.000 | 0.000 | 0.000 | 0.030 | 0.037 | 0.000 | 0.000 | 0.093 | 0.042 |
| tp_injury_fatality | 0.002 | 0.039 | 0.030 | 0.000 | 0.000 | 0.000 | 1.000 | 0.092 | 0.000 | 0.005 | 0.000 | 0.127 | 0.053 | 0.000 | 0.000 | 0.038 | 0.039 |
| tp_injury_traumatic | 0.020 | 0.188 | 0.041 | 0.056 | 0.009 | 0.064 | 0.092 | 1.000 | 0.251 | 0.032 | 0.000 | 0.141 | 0.233 | 0.121 | 0.000 | 0.106 | 0.000 |
| tp_region_north | 0.007 | 0.046 | 0.000 | 0.030 | 0.000 | 0.000 | 0.000 | 0.251 | 1.000 | 0.000 | 0.000 | 0.044 | 0.077 | 0.000 | 0.000 | 0.039 | 0.000 |
| tp_type_bike | 0.000 | 0.000 | 0.000 | 0.019 | 0.000 | 0.000 | 0.005 | 0.032 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| tp_type_cyclist | 0.000 | 0.000 | 0.036 | 0.012 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.012 | 0.000 | 0.000 | 0.000 | 0.000 |
| tp_type_insd_pass_back | 0.027 | 0.143 | 0.022 | 0.022 | 0.000 | 0.030 | 0.127 | 0.141 | 0.044 | 0.000 | 0.000 | 1.000 | 0.039 | 0.000 | 0.000 | 0.061 | 0.000 |
| tp_type_pass_front | 0.000 | 0.087 | 0.046 | 0.020 | 0.031 | 0.037 | 0.053 | 0.233 | 0.077 | 0.000 | 0.012 | 0.039 | 1.000 | 0.000 | 0.000 | 0.072 | 0.004 |
| tp_type_pedestrian | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.121 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 |
| vechile_registration_present | 0.000 | 0.000 | 0.018 | 0.020 | 0.015 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.007 | 0.032 |
| vehicle_mobile | 0.070 | 0.375 | 0.346 | 0.179 | 0.307 | 0.093 | 0.038 | 0.106 | 0.039 | 0.000 | 0.000 | 0.061 | 0.072 | 0.000 | 0.007 | 1.000 | 0.338 |
| weather_conditions | 0.048 | 0.076 | 0.224 | 0.099 | 0.222 | 0.042 | 0.039 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.004 | 0.000 | 0.032 | 0.338 | 1.000 |
| capped_incurred | capped_incurred_log | claim_number | inception_to_loss | incident_details_present | incurred | incurred_log | injury_details_present | location_of_incident | main_driver | notification_period | notifier | ph_considered_tp_at_fault | time_hour | tp_injury_fatality | tp_injury_nk | tp_injury_traumatic | tp_injury_unclear | tp_injury_whiplash | tp_region_eastang | tp_region_eastmid | tp_region_london | tp_region_north | tp_region_northw | tp_region_outerldn | tp_region_scotland | tp_region_southe | tp_region_southw | tp_region_wales | tp_region_westmid | tp_region_yorkshire | tp_type_bike | tp_type_cyclist | tp_type_driver | tp_type_insd_pass_back | tp_type_nk | tp_type_other | tp_type_pass_back | tp_type_pass_front | tp_type_pedestrian | vechile_registration_present | vehicle_mobile | weather_conditions | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| capped_incurred | 1.000 | 1.000 | 0.003 | -0.014 | 0.026 | 1.000 | 1.000 | 0.165 | 0.049 | 0.016 | -0.007 | 0.046 | 0.038 | 0.010 | 0.111 | -0.141 | 0.190 | -0.279 | 0.491 | 0.054 | 0.035 | 0.035 | 0.060 | 0.106 | 0.054 | 0.074 | 0.068 | 0.044 | 0.090 | 0.086 | 0.103 | 0.098 | 0.000 | 0.226 | 0.072 | -0.224 | 0.218 | 0.224 | 0.290 | 0.051 | 0.000 | 0.164 | 0.021 |
| capped_incurred_log | 1.000 | 1.000 | 0.002 | -0.015 | 0.033 | 1.000 | 1.000 | 0.185 | 0.067 | 0.070 | -0.008 | 0.053 | 0.092 | 0.009 | 0.034 | -0.141 | 0.153 | -0.279 | 0.491 | 0.054 | 0.034 | 0.035 | 0.035 | 0.107 | 0.054 | 0.073 | 0.068 | 0.044 | 0.090 | 0.087 | 0.103 | 0.055 | 0.000 | 0.225 | 0.040 | -0.223 | 0.218 | 0.224 | 0.273 | 0.000 | 0.125 | 0.178 | 0.046 |
| claim_number | 0.003 | 0.002 | 1.000 | 0.029 | 0.300 | 0.003 | 0.002 | 0.065 | 0.055 | 0.545 | -0.058 | 0.403 | 0.555 | -0.003 | 0.027 | 0.170 | 0.056 | -0.084 | 0.055 | -0.033 | -0.027 | -0.011 | 0.009 | -0.014 | -0.015 | -0.006 | -0.087 | -0.096 | -0.029 | -0.002 | -0.038 | 0.000 | 0.000 | 0.646 | 0.040 | -0.654 | -0.062 | 0.038 | 0.044 | 0.000 | 0.015 | 0.122 | 0.242 |
| inception_to_loss | -0.014 | -0.015 | 0.029 | 1.000 | 0.020 | -0.014 | -0.015 | 0.000 | 0.000 | 0.000 | -0.011 | 0.000 | 0.000 | -0.008 | 0.000 | 0.001 | 0.024 | -0.001 | -0.012 | 0.023 | 0.000 | 0.002 | 0.000 | -0.012 | -0.010 | -0.010 | -0.011 | 0.008 | -0.014 | 0.017 | -0.016 | 0.000 | 0.000 | 0.014 | 0.000 | -0.014 | -0.004 | -0.001 | 0.000 | 0.007 | 0.000 | 0.000 | 0.001 |
| incident_details_present | 0.026 | 0.033 | 0.300 | 0.020 | 1.000 | 0.000 | 0.023 | 0.097 | 0.050 | 0.168 | 0.044 | 0.120 | 0.214 | 0.039 | 0.002 | 0.047 | 0.020 | 0.014 | 0.029 | 0.000 | 0.019 | 0.003 | 0.007 | 0.019 | 0.000 | 0.000 | 0.028 | 0.000 | 0.000 | 0.014 | 0.004 | 0.000 | 0.000 | 0.247 | 0.027 | 0.243 | 0.016 | 0.000 | 0.000 | 0.000 | 0.000 | 0.070 | 0.048 |
| incurred | 1.000 | 1.000 | 0.003 | -0.014 | 0.000 | 1.000 | 1.000 | 0.075 | 0.066 | 0.000 | -0.007 | 0.014 | 0.000 | 0.010 | 0.270 | -0.141 | 0.207 | -0.279 | 0.490 | 0.054 | 0.035 | 0.035 | 0.104 | 0.106 | 0.054 | 0.073 | 0.068 | 0.045 | 0.090 | 0.086 | 0.103 | 0.055 | 0.000 | 0.226 | 0.082 | -0.224 | 0.218 | 0.224 | 0.099 | 0.000 | 0.000 | 0.052 | 0.029 |
| incurred_log | 1.000 | 1.000 | 0.002 | -0.015 | 0.023 | 1.000 | 1.000 | 0.197 | 0.070 | 0.040 | -0.007 | 0.046 | 0.059 | 0.009 | 0.181 | -0.141 | 0.210 | -0.278 | 0.490 | 0.054 | 0.035 | 0.035 | 0.034 | 0.107 | 0.054 | 0.073 | 0.068 | 0.044 | 0.090 | 0.087 | 0.103 | 0.088 | 0.000 | 0.225 | 0.072 | -0.223 | 0.218 | 0.224 | 0.265 | 0.020 | 0.109 | 0.176 | 0.051 |
| injury_details_present | 0.165 | 0.185 | 0.065 | 0.000 | 0.097 | 0.075 | 0.197 | 1.000 | 0.171 | 0.026 | 0.051 | 0.093 | 0.019 | 0.136 | 0.039 | 0.143 | 0.188 | 0.149 | 0.134 | 0.050 | 0.059 | 0.000 | 0.046 | 0.043 | 0.037 | 0.062 | 0.036 | 0.035 | 0.031 | 0.022 | 0.056 | 0.000 | 0.000 | 0.087 | 0.143 | 0.061 | 0.061 | 0.028 | 0.087 | 0.000 | 0.000 | 0.375 | 0.076 |
| location_of_incident | 0.049 | 0.067 | 0.055 | 0.000 | 0.050 | 0.066 | 0.070 | 0.171 | 1.000 | 0.125 | 0.092 | 0.155 | 0.043 | 0.152 | 0.030 | 0.029 | 0.041 | 0.050 | 0.031 | 0.000 | 0.027 | 0.037 | 0.000 | 0.042 | 0.010 | 0.000 | 0.075 | 0.037 | 0.037 | 0.000 | 0.013 | 0.000 | 0.036 | 0.043 | 0.022 | 0.028 | 0.039 | 0.012 | 0.046 | 0.000 | 0.018 | 0.346 | 0.224 |
| main_driver | 0.016 | 0.070 | 0.545 | 0.000 | 0.168 | 0.000 | 0.040 | 0.026 | 0.125 | 1.000 | 0.057 | 0.210 | 0.510 | 0.120 | 0.000 | 0.104 | 0.056 | 0.050 | 0.026 | 0.022 | 0.000 | 0.012 | 0.030 | 0.000 | 0.011 | 0.000 | 0.047 | 0.063 | 0.014 | 0.035 | 0.021 | 0.019 | 0.012 | 0.396 | 0.022 | 0.376 | 0.057 | 0.000 | 0.020 | 0.000 | 0.020 | 0.179 | 0.099 |
| notification_period | -0.007 | -0.008 | -0.058 | -0.011 | 0.044 | -0.007 | -0.007 | 0.051 | 0.092 | 0.057 | 1.000 | 0.100 | 0.012 | 0.184 | 0.000 | 0.032 | 0.000 | -0.027 | 0.042 | -0.009 | 0.010 | 0.014 | 0.000 | 0.007 | -0.012 | 0.015 | -0.029 | -0.025 | 0.043 | -0.015 | -0.013 | 0.034 | 0.038 | -0.052 | 0.000 | 0.030 | 0.033 | 0.047 | 0.000 | 0.000 | 0.000 | 0.218 | 0.115 |
| notifier | 0.046 | 0.053 | 0.403 | 0.000 | 0.120 | 0.014 | 0.046 | 0.093 | 0.155 | 0.210 | 0.100 | 1.000 | 0.127 | 0.142 | 0.000 | 0.038 | 0.009 | 0.041 | 0.031 | 0.008 | 0.041 | 0.000 | 0.000 | 0.021 | 0.000 | 0.000 | 0.038 | 0.017 | 0.034 | 0.033 | 0.020 | 0.000 | 0.000 | 0.090 | 0.000 | 0.076 | 0.030 | 0.042 | 0.031 | 0.000 | 0.015 | 0.307 | 0.222 |
| ph_considered_tp_at_fault | 0.038 | 0.092 | 0.555 | 0.000 | 0.214 | 0.000 | 0.059 | 0.019 | 0.043 | 0.510 | 0.012 | 0.127 | 1.000 | 0.000 | 0.000 | 0.085 | 0.064 | 0.054 | 0.047 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.039 | 0.048 | 0.001 | 0.000 | 0.017 | 0.000 | 0.000 | 0.403 | 0.030 | 0.384 | 0.046 | 0.000 | 0.037 | 0.000 | 0.000 | 0.093 | 0.042 |
| time_hour | 0.010 | 0.009 | -0.003 | -0.008 | 0.039 | 0.010 | 0.009 | 0.136 | 0.152 | 0.120 | 0.184 | 0.142 | 0.000 | 1.000 | 0.018 | -0.010 | 0.058 | -0.009 | 0.051 | -0.002 | 0.018 | 0.009 | 0.046 | 0.022 | -0.000 | 0.003 | -0.001 | 0.009 | 0.007 | 0.006 | 0.013 | 0.000 | 0.000 | 0.017 | 0.031 | -0.020 | -0.010 | 0.016 | 0.052 | 0.000 | 0.000 | 0.374 | 0.253 |
| tp_injury_fatality | 0.111 | 0.034 | 0.027 | 0.000 | 0.002 | 0.270 | 0.181 | 0.039 | 0.030 | 0.000 | 0.000 | 0.000 | 0.000 | 0.018 | 1.000 | 0.069 | 0.092 | 0.028 | 0.013 | 0.521 | 0.000 | 0.000 | 0.000 | 0.098 | 0.000 | 0.000 | 0.221 | 0.035 | 0.000 | 0.028 | 0.021 | 0.005 | 0.000 | 0.032 | 0.127 | 0.001 | 0.084 | 0.000 | 0.053 | 0.000 | 0.000 | 0.038 | 0.039 |
| tp_injury_nk | -0.141 | -0.141 | 0.170 | 0.001 | 0.047 | -0.141 | -0.141 | 0.143 | 0.029 | 0.104 | 0.032 | 0.038 | 0.085 | -0.010 | 0.069 | 1.000 | 0.088 | 0.381 | -0.133 | -0.130 | -0.139 | -0.094 | 0.046 | -0.148 | -0.126 | -0.083 | -0.250 | -0.236 | -0.140 | -0.165 | -0.176 | 0.010 | 0.000 | 0.147 | 0.218 | -0.033 | 0.079 | -0.020 | 0.110 | 0.000 | 0.048 | 0.094 | 0.023 |
| tp_injury_traumatic | 0.190 | 0.153 | 0.056 | 0.024 | 0.020 | 0.207 | 0.210 | 0.188 | 0.041 | 0.056 | 0.000 | 0.009 | 0.064 | 0.058 | 0.092 | 0.088 | 1.000 | 0.157 | 0.098 | 0.075 | 0.118 | 0.022 | 0.251 | 0.188 | 0.046 | 0.064 | 0.287 | 0.058 | 0.072 | 0.066 | 0.102 | 0.032 | 0.000 | 0.105 | 0.141 | 0.073 | 0.067 | 0.127 | 0.233 | 0.121 | 0.000 | 0.106 | 0.000 |
| tp_injury_unclear | -0.279 | -0.279 | -0.084 | -0.001 | 0.014 | -0.279 | -0.278 | 0.149 | 0.050 | 0.050 | -0.027 | 0.041 | 0.054 | -0.009 | 0.028 | 0.381 | 0.157 | 1.000 | -0.483 | 0.008 | -0.007 | -0.016 | 0.038 | -0.066 | 0.007 | -0.001 | -0.017 | -0.007 | -0.046 | -0.027 | -0.022 | 0.049 | 0.017 | -0.073 | 0.245 | 0.285 | 0.200 | -0.080 | 0.185 | 0.034 | 0.290 | 0.148 | 0.036 |
| tp_injury_whiplash | 0.491 | 0.491 | 0.055 | -0.012 | 0.029 | 0.490 | 0.490 | 0.134 | 0.031 | 0.026 | 0.042 | 0.031 | 0.047 | 0.051 | 0.013 | -0.133 | 0.098 | -0.483 | 1.000 | 0.034 | 0.079 | 0.059 | 0.109 | 0.155 | 0.062 | 0.066 | 0.086 | 0.055 | 0.110 | 0.118 | 0.111 | 0.052 | 0.021 | 0.307 | 0.149 | -0.296 | 0.199 | 0.360 | 0.447 | 0.000 | 0.077 | 0.129 | 0.020 |
| tp_region_eastang | 0.054 | 0.054 | -0.033 | 0.023 | 0.000 | 0.054 | 0.054 | 0.050 | 0.000 | 0.022 | -0.009 | 0.008 | 0.000 | -0.002 | 0.521 | -0.130 | 0.075 | 0.008 | 0.034 | 1.000 | -0.029 | -0.012 | 0.000 | -0.041 | -0.023 | -0.023 | -0.048 | -0.053 | -0.039 | -0.041 | -0.039 | 0.000 | 0.000 | 0.010 | 0.090 | 0.003 | 0.017 | 0.031 | 0.116 | 0.000 | 0.000 | 0.039 | 0.024 |
| tp_region_eastmid | 0.035 | 0.034 | -0.027 | 0.000 | 0.019 | 0.035 | 0.035 | 0.059 | 0.027 | 0.000 | 0.010 | 0.041 | 0.000 | 0.018 | 0.000 | -0.139 | 0.118 | -0.007 | 0.079 | -0.029 | 1.000 | -0.021 | 0.000 | -0.030 | -0.032 | -0.026 | -0.061 | -0.059 | -0.040 | -0.024 | -0.032 | 0.000 | 0.147 | 0.025 | 0.041 | -0.005 | 0.058 | 0.037 | 0.137 | 0.000 | 0.000 | 0.036 | 0.000 |
| tp_region_london | 0.035 | 0.035 | -0.011 | 0.002 | 0.003 | 0.035 | 0.035 | 0.000 | 0.037 | 0.012 | 0.014 | 0.000 | 0.000 | 0.009 | 0.000 | -0.094 | 0.022 | -0.016 | 0.059 | -0.012 | -0.021 | 1.000 | 0.000 | -0.024 | 0.008 | -0.008 | -0.013 | -0.037 | -0.022 | -0.031 | -0.024 | 0.000 | 0.000 | 0.003 | 0.207 | 0.002 | 0.014 | 0.070 | 0.063 | 0.000 | 0.000 | 0.053 | 0.015 |
| tp_region_north | 0.060 | 0.035 | 0.009 | 0.000 | 0.007 | 0.104 | 0.034 | 0.046 | 0.000 | 0.030 | 0.000 | 0.000 | 0.000 | 0.046 | 0.000 | 0.046 | 0.251 | 0.038 | 0.109 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.024 | 0.044 | 0.000 | 0.000 | 0.093 | 0.077 | 0.000 | 0.000 | 0.039 | 0.000 |
| tp_region_northw | 0.106 | 0.107 | -0.014 | -0.012 | 0.019 | 0.106 | 0.107 | 0.043 | 0.042 | 0.000 | 0.007 | 0.021 | 0.000 | 0.022 | 0.098 | -0.148 | 0.188 | -0.066 | 0.155 | -0.041 | -0.030 | -0.024 | 0.000 | 1.000 | -0.036 | -0.028 | -0.066 | -0.063 | -0.042 | -0.049 | -0.041 | 0.055 | 0.000 | 0.060 | 0.139 | -0.037 | 0.049 | 0.086 | 0.218 | 0.000 | 0.000 | 0.018 | 0.000 |
| tp_region_outerldn | 0.054 | 0.054 | -0.015 | -0.010 | 0.000 | 0.054 | 0.054 | 0.037 | 0.010 | 0.011 | -0.012 | 0.000 | 0.000 | -0.000 | 0.000 | -0.126 | 0.046 | 0.007 | 0.062 | -0.023 | -0.032 | 0.008 | 0.000 | -0.036 | 1.000 | -0.022 | -0.034 | -0.040 | -0.038 | -0.033 | -0.038 | 0.000 | 0.000 | 0.017 | 0.000 | 0.010 | 0.020 | 0.042 | 0.131 | 0.000 | 0.000 | 0.000 | 0.000 |
| tp_region_scotland | 0.074 | 0.073 | -0.006 | -0.010 | 0.000 | 0.073 | 0.073 | 0.062 | 0.000 | 0.000 | 0.015 | 0.000 | 0.000 | 0.003 | 0.000 | -0.083 | 0.064 | -0.001 | 0.066 | -0.023 | -0.026 | -0.008 | 0.000 | -0.028 | -0.022 | 1.000 | -0.037 | -0.036 | -0.021 | -0.025 | -0.031 | 0.000 | 0.000 | 0.008 | 0.054 | -0.006 | 0.048 | 0.010 | 0.088 | 0.000 | 0.000 | 0.032 | 0.033 |
| tp_region_southe | 0.068 | 0.068 | -0.087 | -0.011 | 0.028 | 0.068 | 0.068 | 0.036 | 0.075 | 0.047 | -0.029 | 0.038 | 0.039 | -0.001 | 0.221 | -0.250 | 0.287 | -0.017 | 0.086 | -0.048 | -0.061 | -0.013 | 0.000 | -0.066 | -0.034 | -0.037 | 1.000 | -0.089 | -0.060 | -0.074 | -0.077 | 0.000 | 0.000 | -0.025 | 0.193 | 0.039 | 0.056 | 0.039 | 0.153 | 0.000 | 0.035 | 0.062 | 0.020 |
| tp_region_southw | 0.044 | 0.044 | -0.096 | 0.008 | 0.000 | 0.045 | 0.044 | 0.035 | 0.037 | 0.063 | -0.025 | 0.017 | 0.048 | 0.009 | 0.035 | -0.236 | 0.058 | -0.007 | 0.055 | -0.053 | -0.059 | -0.037 | 0.000 | -0.063 | -0.040 | -0.036 | -0.089 | 1.000 | -0.060 | -0.062 | -0.061 | 0.000 | 0.000 | -0.052 | 0.018 | 0.060 | 0.017 | 0.010 | 0.127 | 0.000 | 0.000 | 0.031 | 0.032 |
| tp_region_wales | 0.090 | 0.090 | -0.029 | -0.014 | 0.000 | 0.090 | 0.090 | 0.031 | 0.037 | 0.014 | 0.043 | 0.034 | 0.001 | 0.007 | 0.000 | -0.140 | 0.072 | -0.046 | 0.110 | -0.039 | -0.040 | -0.022 | 0.000 | -0.042 | -0.038 | -0.021 | -0.060 | -0.060 | 1.000 | -0.049 | -0.046 | 0.000 | 0.000 | 0.026 | 0.093 | -0.020 | 0.051 | 0.041 | 0.199 | 0.000 | 0.408 | 0.060 | 0.023 |
| tp_region_westmid | 0.086 | 0.087 | -0.002 | 0.017 | 0.014 | 0.086 | 0.087 | 0.022 | 0.000 | 0.035 | -0.015 | 0.033 | 0.000 | 0.006 | 0.028 | -0.165 | 0.066 | -0.027 | 0.118 | -0.041 | -0.024 | -0.031 | 0.000 | -0.049 | -0.033 | -0.025 | -0.074 | -0.062 | -0.049 | 1.000 | -0.054 | 0.062 | 0.000 | 0.052 | 0.029 | -0.019 | 0.029 | 0.056 | 0.169 | 0.216 | 0.000 | 0.030 | 0.000 |
| tp_region_yorkshire | 0.103 | 0.103 | -0.038 | -0.016 | 0.004 | 0.103 | 0.103 | 0.056 | 0.013 | 0.021 | -0.013 | 0.020 | 0.017 | 0.013 | 0.021 | -0.176 | 0.102 | -0.022 | 0.111 | -0.039 | -0.032 | -0.024 | 0.000 | -0.041 | -0.038 | -0.031 | -0.077 | -0.061 | -0.046 | -0.054 | 1.000 | 0.000 | 0.000 | 0.016 | 0.096 | -0.002 | 0.072 | 0.070 | 0.164 | 0.000 | 0.000 | 0.036 | 0.017 |
| tp_type_bike | 0.098 | 0.055 | 0.000 | 0.000 | 0.000 | 0.055 | 0.088 | 0.000 | 0.000 | 0.019 | 0.034 | 0.000 | 0.000 | 0.000 | 0.005 | 0.010 | 0.032 | 0.049 | 0.052 | 0.000 | 0.000 | 0.000 | 0.000 | 0.055 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.062 | 0.000 | 1.000 | 0.000 | 0.062 | 0.000 | 0.033 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| tp_type_cyclist | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.036 | 0.012 | 0.038 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.017 | 0.021 | 0.000 | 0.147 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.012 | 0.000 | 0.000 | 0.000 | 0.000 |
| tp_type_driver | 0.226 | 0.225 | 0.646 | 0.014 | 0.247 | 0.226 | 0.225 | 0.087 | 0.043 | 0.396 | -0.052 | 0.090 | 0.403 | 0.017 | 0.032 | 0.147 | 0.105 | -0.073 | 0.307 | 0.010 | 0.025 | 0.003 | 0.024 | 0.060 | 0.017 | 0.008 | -0.025 | -0.052 | 0.026 | 0.052 | 0.016 | 0.062 | 0.000 | 1.000 | 0.025 | -0.823 | -0.011 | 0.111 | 0.119 | 0.071 | 0.084 | 0.086 | 0.033 |
| tp_type_insd_pass_back | 0.072 | 0.040 | 0.040 | 0.000 | 0.027 | 0.082 | 0.072 | 0.143 | 0.022 | 0.022 | 0.000 | 0.000 | 0.030 | 0.031 | 0.127 | 0.218 | 0.141 | 0.245 | 0.149 | 0.090 | 0.041 | 0.207 | 0.044 | 0.139 | 0.000 | 0.054 | 0.193 | 0.018 | 0.093 | 0.029 | 0.096 | 0.000 | 0.000 | 0.025 | 1.000 | 0.031 | 0.000 | 0.031 | 0.039 | 0.000 | 0.000 | 0.061 | 0.000 |
| tp_type_nk | -0.224 | -0.223 | -0.654 | -0.014 | 0.243 | -0.224 | -0.223 | 0.061 | 0.028 | 0.376 | 0.030 | 0.076 | 0.384 | -0.020 | 0.001 | -0.033 | 0.073 | 0.285 | -0.296 | 0.003 | -0.005 | 0.002 | 0.000 | -0.037 | 0.010 | -0.006 | 0.039 | 0.060 | -0.020 | -0.019 | -0.002 | 0.033 | 0.000 | -0.823 | 0.031 | 1.000 | -0.164 | -0.107 | 0.094 | 0.000 | 0.000 | 0.069 | 0.046 |
| tp_type_other | 0.218 | 0.218 | -0.062 | -0.004 | 0.016 | 0.218 | 0.218 | 0.061 | 0.039 | 0.057 | 0.033 | 0.030 | 0.046 | -0.010 | 0.084 | 0.079 | 0.067 | 0.200 | 0.199 | 0.017 | 0.058 | 0.014 | 0.000 | 0.049 | 0.020 | 0.048 | 0.056 | 0.017 | 0.051 | 0.029 | 0.072 | 0.000 | 0.000 | -0.011 | 0.000 | -0.164 | 1.000 | 0.081 | 0.069 | 0.000 | 0.164 | 0.079 | 0.024 |
| tp_type_pass_back | 0.224 | 0.224 | 0.038 | -0.001 | 0.000 | 0.224 | 0.224 | 0.028 | 0.012 | 0.000 | 0.047 | 0.042 | 0.000 | 0.016 | 0.000 | -0.020 | 0.127 | -0.080 | 0.360 | 0.031 | 0.037 | 0.070 | 0.093 | 0.086 | 0.042 | 0.010 | 0.039 | 0.010 | 0.041 | 0.056 | 0.070 | 0.000 | 0.000 | 0.111 | 0.031 | -0.107 | 0.081 | 1.000 | 0.254 | 0.000 | 0.006 | 0.073 | 0.025 |
| tp_type_pass_front | 0.290 | 0.273 | 0.044 | 0.000 | 0.000 | 0.099 | 0.265 | 0.087 | 0.046 | 0.020 | 0.000 | 0.031 | 0.037 | 0.052 | 0.053 | 0.110 | 0.233 | 0.185 | 0.447 | 0.116 | 0.137 | 0.063 | 0.077 | 0.218 | 0.131 | 0.088 | 0.153 | 0.127 | 0.199 | 0.169 | 0.164 | 0.000 | 0.012 | 0.119 | 0.039 | 0.094 | 0.069 | 0.254 | 1.000 | 0.000 | 0.000 | 0.072 | 0.004 |
| tp_type_pedestrian | 0.051 | 0.000 | 0.000 | 0.007 | 0.000 | 0.000 | 0.020 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.121 | 0.034 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.216 | 0.000 | 0.000 | 0.000 | 0.071 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 |
| vechile_registration_present | 0.000 | 0.125 | 0.015 | 0.000 | 0.000 | 0.000 | 0.109 | 0.000 | 0.018 | 0.020 | 0.000 | 0.015 | 0.000 | 0.000 | 0.000 | 0.048 | 0.000 | 0.290 | 0.077 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.035 | 0.000 | 0.408 | 0.000 | 0.000 | 0.000 | 0.000 | 0.084 | 0.000 | 0.000 | 0.164 | 0.006 | 0.000 | 0.000 | 1.000 | 0.007 | 0.032 |
| vehicle_mobile | 0.164 | 0.178 | 0.122 | 0.000 | 0.070 | 0.052 | 0.176 | 0.375 | 0.346 | 0.179 | 0.218 | 0.307 | 0.093 | 0.374 | 0.038 | 0.094 | 0.106 | 0.148 | 0.129 | 0.039 | 0.036 | 0.053 | 0.039 | 0.018 | 0.000 | 0.032 | 0.062 | 0.031 | 0.060 | 0.030 | 0.036 | 0.000 | 0.000 | 0.086 | 0.061 | 0.069 | 0.079 | 0.073 | 0.072 | 0.000 | 0.007 | 1.000 | 0.338 |
| weather_conditions | 0.021 | 0.046 | 0.242 | 0.001 | 0.048 | 0.029 | 0.051 | 0.076 | 0.224 | 0.099 | 0.115 | 0.222 | 0.042 | 0.253 | 0.039 | 0.023 | 0.000 | 0.036 | 0.020 | 0.024 | 0.000 | 0.015 | 0.000 | 0.000 | 0.000 | 0.033 | 0.020 | 0.032 | 0.023 | 0.000 | 0.017 | 0.000 | 0.000 | 0.033 | 0.000 | 0.046 | 0.024 | 0.025 | 0.004 | 0.000 | 0.032 | 0.338 | 1.000 |
Missing values
Sample
| claim_number | date_of_loss | notifier | notification_period | inception_to_loss | location_of_incident | weather_conditions | vehicle_mobile | time_hour | main_driver | ph_considered_tp_at_fault | vechile_registration_present | incident_details_present | injury_details_present | tp_type_insd_pass_back | tp_type_driver | tp_type_pass_back | tp_type_pass_front | tp_type_bike | tp_type_cyclist | tp_type_pedestrian | tp_type_other | tp_type_nk | tp_injury_whiplash | tp_injury_traumatic | tp_injury_fatality | tp_injury_unclear | tp_injury_nk | tp_region_eastang | tp_region_eastmid | tp_region_london | tp_region_north | tp_region_northw | tp_region_outerldn | tp_region_scotland | tp_region_southe | tp_region_southw | tp_region_wales | tp_region_westmid | tp_region_yorkshire | incurred | capped_incurred | incurred_log | capped_incurred_log | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 2003-04-15 | PH | 22 | 13 | Main Road | NORMAL | Y | 10 | Other | n/k | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | NaN | NaN | NaN | NaN |
| 1 | 2 | 2003-04-20 | CNF | 1 | 9 | Main Road | WET | Y | 18 | Other | n/k | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 2801.0 | 2801.0 | 7.937732 | 7.937732 |
| 2 | 3 | 2003-04-24 | CNF | 5 | 17 | Main Road | WET | Y | 16 | Y | n/k | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1221.0 | 1221.0 | 7.107425 | 7.107425 |
| 3 | 4 | 2003-05-13 | CNF | 1 | 23 | Main Road | N/K | Y | 14 | Other | n/k | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 3530.0 | 3530.0 | 8.169053 | 8.169053 |
| 4 | 5 | 2003-06-11 | CNF | 1 | 48 | Other | N/K | N | 9 | Other | n/k | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3156.0 | 3156.0 | 8.057061 | 8.057061 |
| 5 | 6 | 2003-06-24 | PH | 16 | 23 | Other | N/K | N | 0 | Other | n/k | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 10502.0 | 10502.0 | 9.259321 | 9.259321 |
| 6 | 7 | 2003-07-16 | Other | 5 | 4 | Main Road | NORMAL | N | 18 | Other | n/k | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 91.0 | 91.0 | 4.510860 | 4.510860 |
| 7 | 8 | 2003-07-17 | Other | 0 | 40 | Main Road | WET | Y | 7 | Other | n/k | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 9130.0 | 9130.0 | 9.119321 | 9.119321 |
| 8 | 9 | 2003-07-20 | PH | 4 | 26 | Minor Road | WET | Y | 22 | Other | n/k | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 81.0 | 81.0 | 4.394449 | 4.394449 |
| 9 | 10 | 2003-07-29 | CNF | 2 | 85 | Main Road | N/K | N | 22 | Other | n/k | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 447.0 | 447.0 | 6.102559 | 6.102559 |
| claim_number | date_of_loss | notifier | notification_period | inception_to_loss | location_of_incident | weather_conditions | vehicle_mobile | time_hour | main_driver | ph_considered_tp_at_fault | vechile_registration_present | incident_details_present | injury_details_present | tp_type_insd_pass_back | tp_type_driver | tp_type_pass_back | tp_type_pass_front | tp_type_bike | tp_type_cyclist | tp_type_pedestrian | tp_type_other | tp_type_nk | tp_injury_whiplash | tp_injury_traumatic | tp_injury_fatality | tp_injury_unclear | tp_injury_nk | tp_region_eastang | tp_region_eastmid | tp_region_london | tp_region_north | tp_region_northw | tp_region_outerldn | tp_region_scotland | tp_region_southe | tp_region_southw | tp_region_wales | tp_region_westmid | tp_region_yorkshire | incurred | capped_incurred | incurred_log | capped_incurred_log | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7681 | 7682 | 2015-06-29 | Other | 1 | 34 | Main Road | NORMAL | N | 4 | Y | N | 1 | 1 | 1 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 930.0 | 930.0 | 6.835185 | 6.835185 |
| 7682 | 7683 | 2015-06-29 | Other | 1 | 249 | Minor Road | N/K | N | 10 | Other | N | 1 | 1 | 1 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 113759.0 | 50000.0 | 11.641837 | 10.819778 |
| 7683 | 7684 | 2015-06-29 | Other | 0 | 41 | Main Road | N/K | Y | 16 | Y | # | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | NaN | NaN | NaN | NaN |
| 7684 | 7685 | 2015-06-29 | Other | 0 | 73 | Main Road | N/K | N | 16 | Y | N | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6085.0 | 6085.0 | 8.713582 | 8.713582 |
| 7685 | 7686 | 2015-06-30 | Other | 1 | 128 | Main Road | N/K | N | 18 | Y | N | 1 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 17503.0 | 17503.0 | 9.770128 | 9.770128 |
| 7686 | 7687 | 2015-06-30 | Other | 1 | 83 | Main Road | NORMAL | N | 16 | Other | N | 1 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 703.0 | 703.0 | 6.555357 | 6.555357 |
| 7687 | 7688 | 2015-06-30 | Other | 0 | 25 | Minor Road | N/K | Y | 14 | Y | N | 1 | 1 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 42981.0 | 42981.0 | 10.668513 | 10.668513 |
| 7688 | 7689 | 2015-06-30 | Other | 0 | 60 | Minor Road | NORMAL | Y | 9 | Other | N | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 5175.0 | 5175.0 | 8.551595 | 8.551595 |
| 7689 | 7690 | 2015-06-30 | Other | 1 | 253 | Minor Road | NORMAL | N | 19 | Other | N | 1 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 30072.0 | 30072.0 | 10.311350 | 10.311350 |
| 7690 | 7691 | 2015-06-30 | Other | 0 | 266 | Minor Road | NORMAL | Y | 14 | Y | N | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1925.0 | 1925.0 | 7.562681 | 7.562681 |